4 Ways EdTech Companies Are Using WYSIWYG Editors to Power Interactive Assessments
Assessments in modern LMS platforms go beyond multiple-choice questions. Product teams are building quiz builders, rubric creators, peer review workflows, and inline feedback tools that all depend on one shared component: the rich text editor. The editor’s capabilities directly determine what kinds of assessments your platform can offer. This article covers four patterns where EdTech … 4 Ways EdTech Companies Are Using WYSIWYG Editors to Power Interactive Assessments Read More » The post 4 Ways EdTech Companies Are Using WYSIWYG Editors to Power Interactive Assessments appeared first on The Crazy Programmer.
Assessments in modern LMS platforms go beyond multiple-choice questions. Product teams are building quiz builders, rubric creators, peer review workflows, and inline feedback tools that all depend on one shared component: the rich text editor. The editor’s capabilities directly determine what kinds of assessments your platform can offer. This article covers four patterns where EdTech companies are using WYSIWYG editors to build differentiated assessment experiences, with implementation details for product leaders evaluating these opportunities. Key Takeaways Rich assessment editing is a genuine differentiator. Multiple editor instances per page demand lightweight initialization. The editor’s API depth determines your assessment ceiling. <img fetchpriority="high" decoding="async" width="1536" height="1024" src="https://www.thecrazyprogrammer.com/wp-content/uploads/2026/03/WYSIWYG-Editor.jpg" alt="WYSIWYG Editor" class="wp-image-14604" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2026/03/WYSIWYG-Editor.jpg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/03/WYSIWYG-Editor-300x200.jpg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/03/WYSIWYG-Editor-1024x683.jpg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/03/WYSIWYG-Editor-600x400.jpg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/03/WYSIWYG-Editor-150x100.jpg 150w" sizes="(max-width: 1536px) 100vw, 1536px" /> Pattern 1: Rich Quiz and Exam Builders The simplest assessment editors handle plain text questions with radio button answers. That’s table stakes. The platforms winning institutional deals offer rich media questions that include formatted text with code snippets, images, diagrams, and embedded video explanations. A STEM instructor building a physics exam needs to include diagrams, mathematical notation, and formatted solution explanations within the question and answer options. A language instructor needs rich text with audio embeds for listening comprehension. A business instructor needs formatted tables and charts within case study questions. The editor powering this quiz builder needs to support inline image insertion, table creation, math equation rendering via MathType, code block formatting, and media embedding. Each question field and each answer option requires an independent editor instance, which means the editor’s initialization performance and memory footprint directly affect page load time when rendering a 30-question exam builder. Lightweight editors that initialize in milliseconds per instance make this architecture feasible. Editors that take 500ms+ per instance make a 30-question page feel sluggish. During your evaluation, test with the actual number of editor instances your quiz builder will render per page. The Chrome DevTools Performance panel can help you measure initialization time per instance. Pattern 2: Structured Rubric Creation Tools Rubrics are one of the most common assessment tools in higher education. According to the Association of American Colleges and Universities (AAC&U) VALUE initiative, rubrics improve both grading consistency and student learning outcomes when well-designed. A rubric builder in an LMS typically presents as a grid: criteria rows and performance level columns. Each cell contains a description of what performance at that level looks like for that criterion. These descriptions need rich formatting, including bold text for emphasis, bulleted lists for multiple indicators, and sometimes links to supporting resources. The implementation requires an editor instance in each rubric cell, similar to the quiz builder pattern. The key difference is that rubric content tends to be shorter but more densely formatted. Your editor needs to handle frequent switching between cells without losing state, and the generated HTML needs to be compact since rubric content gets stored and rendered repeatedly across student grade views. Beyond the editing experience, the HTML output matters for downstream use. Rubrics often get exported to PDF for offline grading, included in grade reports, and displayed in student-facing grade breakdowns. Clean, semantic HTML output from the editor simplifies all of these rendering contexts. Pattern 3: Peer Review Workflows with Inline Feedback Peer review is a growing assessment model in EdTech, especially in writing-intensive courses. The Writing Across the Curriculum (WAC) Clearinghouse provides frameworks that many universities follow, and structured peer feedback is central to the approach. The implementation pattern works like this: a student submits written work through the LMS. Reviewers (other students or teaching assistants) open the submission and provide inline comments on specific passages, plus a summary evaluation. The editor serves two roles in this workflow. First, it renders the original submission as read-only formatted content. Second, it powers the feedback interface where reviewers compose their comments. The more sophisticated implementations use the editor’s selection API to capture the exact text range the reviewer is commenting on, then display the comment anchored to that range. This requires the editor to expose reliable access to DOM selection ranges, support read-only mode for the source content, allow programmatic insertion of annotation markers, and maintain the relationship between comments and their anchored text ranges even when the source content is modified. For platforms building this pattern, an editor with a documented events API and programmatic content control provides the technical foundation for inline annotation, since you need to hook into selection events and insert custom markup at precise positions. Pattern 4: Instructor Feedback with Tracked Changes When instructors grade essay assignments, they often want to show students not just what’s wrong but how to fix it. Tracked changes, the same pattern used in Microsoft Word’s review mode, gives instructors this capability directly in the LMS. The instructor opens a student’s submission in the editor, makes edits (adding text, deleting text, reformatting), and those changes are recorded as tracked modifications. The student sees the original content with the instructor’s changes overlaid: green text for additions, red strikethrough for deletions, and highlighted sections for formatting changes. This pattern requires the editor to support a track changes mode that records insertions, deletions, and formatting changes with author attribution. It also requires a rendering mode that visually differentiates original content from tracked changes. According to feedback research from the American Psychological Association, specific, actionable feedback improves student learning outcomes more effectively than grades alone. Tracked changes provide exactly this: specific, contextual suggestions that students can review and learn from. The implementation complexity lies in maintaining two parallel representations of the content: the original and the modified version with change tracking metadata, and rendering them coherently. Commercial editors that include track changes as a built-in feature handle this dual-state management at the product level, saving your engineering team months of development. Choosing an Editor That Supports These Patterns Not every editor can handle these four patterns. The common requirements across all of them include fast initialization since multiple instances per page are the norm, small memory footprint per instance, clean semantic HTML output for downstream rendering, comprehensive API access for selection, content manipulation, and event handling, and plugin extensibility for custom assessment-specific features. When evaluating editors for assessment use cases, go beyond the standard demo. Build a prototype of your most complex assessment type, the one with the most editor instances and the richest content requirements. Test initialization performance, memory usage, and HTML output quality under realistic conditions. The Differentiation Opportunity Most LMS platforms still offer basic text input for assessment creation. Rich assessment editing is a genuine differentiator in institutional sales conversations, especially for platforms targeting writing-intensive programs, STEM departments, and graduate schools where assessment complexity matters. Product leaders evaluating this opportunity should map each pattern to their target market. If your customers are primarily STEM institutions, prioritize the quiz builder and rubric patterns with math support. If you serve writing programs, invest in peer review and tracked changes. If you serve a broad institutional market, build toward all four. The editor you choose determines the ceiling of what your assessment tools can do. Choose one that supports where your product needs to go, not just where it is today. The post 4 Ways EdTech Companies Are Using WYSIWYG Editors to Power Interactive Assessments appeared first on The Crazy Programmer.
7 Continuous Testing Best Practices That Accelerate Software Delivery
Software teams face constant pressure to release high-quality applications faster than ever before. Continuous testing has become a key practice that helps development teams catch bugs early, reduce risks, and speed up their release cycles. This approach integrates automated testing throughout the entire development process rather than leaving it until the end. Teams that apply … 7 Continuous Testing Best Practices That Accelerate Software Delivery Read More » The post 7 Continuous Testing Best Practices That Accelerate Software Delivery appeared first on The Crazy Programmer.
Software teams face constant pressure to release high-quality applications faster than ever before. Continuous testing has become a key practice that helps development teams catch bugs early, reduce risks, and speed up their release cycles. This approach integrates automated testing throughout the entire development process rather than leaving it until the end. Teams that apply proven continuous testing practices can dramatically reduce their time to market while maintaining high software quality. However, many organizations struggle to implement effective testing strategies that truly accelerate delivery. The right practices help teams automate tests efficiently, catch defects earlier, and create smooth pipelines that deliver code with confidence. This guide explores seven basic practices that transform how teams test and deliver software. From automation strategies to team collaboration methods, these approaches help organizations build faster release cycles without sacrificing quality. Each practice addresses a specific challenge in modern software delivery and provides clear steps toward better outcomes. <img decoding="async" width="1013" height="583" src="https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/7-Continuous-Testing-Best-Practices-That-Accelerate-Software-Delivery.png" alt="7 Continuous Testing Best Practices That Accelerate Software Delivery" class="wp-image-14596" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/7-Continuous-Testing-Best-Practices-That-Accelerate-Software-Delivery.png 1013w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/7-Continuous-Testing-Best-Practices-That-Accelerate-Software-Delivery-300x173.png 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/7-Continuous-Testing-Best-Practices-That-Accelerate-Software-Delivery-600x345.png 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/7-Continuous-Testing-Best-Practices-That-Accelerate-Software-Delivery-150x86.png 150w" sizes="(max-width: 1013px) 100vw, 1013px" /> 1. Maximize Test Automation Coverage A strong continuous testing methodology depends on broad test automation coverage across all application layers. Teams should automate UI tests, API validations, database checks, and visual comparisons to catch defects early and often. Coverage extends beyond just the number of automated tests. It requires teams to map tests to user journeys, business-critical workflows, and high-risk areas of the codebase. This approach helps identify gaps where manual effort still dominates. Organizations should track coverage metrics to understand which features receive automated verification and which remain untested. Metrics provide clear visibility into where automation delivers value and where teams need to invest additional effort. Test automation scales best with the right tools and frameworks. Teams need platforms that support multiple browsers, devices, and environments without manual intervention. Self-healing tests reduce maintenance time as applications change. Automated coverage accelerates releases and improves software quality. Teams deliver updates faster and catch bugs before they reach production. 2. Shift Testing Left in the Development Cycle Shift left testing moves quality checks to earlier stages of software development rather than waiting until the end. This approach helps teams catch bugs and issues during requirements, design, and coding phases. As a result, developers can fix problems before they become expensive to resolve. Traditional testing happens late in the development cycle, which often leads to costly rework and missed deadlines. However, shift left practices bring testers and developers together from the start of each project. Teams can identify defects in requirements and design documents before any code gets written. This early involvement reduces the time and money spent on bug fixes later. Developers receive immediate feedback on their code quality through automated tests that run continuously. Testing becomes part of daily work instead of a separate phase that happens after development completes. 3. Integrate Continuous Testing with CI/CD Pipelines Continuous testing works best as part of a CI/CD pipeline. Teams need to automate tests at every stage of the development process. This approach catches defects early and prevents problems from reaching production. Automated tests should run each time developers commit code changes. The pipeline executes unit tests first, followed by integration tests and functional tests. Fast feedback loops help teams fix issues before they grow more complex. A well-designed integration connects testing tools directly to the build process. Teams can set up automatic triggers that start test suites after each code merge. Failed tests should stop the pipeline and alert developers right away. The key is to make testing a natural part of the deployment workflow. Tests validate code quality before any release moves forward. This practice reduces manual work and speeds up delivery time while maintaining software standards. 4. Utilize Data-Driven Testing Insights Data-driven testing helps teams make better decisions about their software quality. This approach uses real information from test results to guide what needs attention and where resources should go. Teams can track metrics like test pass rates, failure patterns, and execution times to spot problems early. For example, if certain tests fail often in specific areas, developers can focus on those parts of the code first. This saves time and prevents issues from reaching production. Test data also reveals which features need more coverage and which tests provide the most value. Teams can remove tests that don’t catch real bugs and add new ones where gaps exist. This creates a leaner, more effective test suite. Historical test data shows trends over time. If builds start to fail more often, teams can investigate before the situation gets worse. As a result, software quality stays high while delivery speed increases. 5. Implement Layered Testing Strategies (unit, integration, performance) A layered testing approach creates a strong foundation for continuous testing. Teams should start with unit tests at the base level, which examine individual code components in isolation. These tests run quickly and provide fast feedback to developers. Integration tests form the middle layer and verify how different parts of the system work together. They catch issues that unit tests miss, such as problems with data flow between modules or API connections. However, integration tests take longer to run than unit tests. Performance tests sit at the top of the strategy and evaluate how the application handles load and stress. These tests identify bottlenecks and speed issues before users experience them. Teams need all three layers to catch different types of defects. The key is to balance the number of tests at each layer. More unit tests provide quick feedback, while fewer performance tests focus on system behavior under real conditions. 6. Adopt Risk-Based Testing Prioritization Risk-based testing helps teams focus their efforts on the areas that matter most. Instead of trying to test everything equally, this approach identifies which features or components carry the highest risk if they fail. Teams then direct their testing resources to those high-risk areas first. The process starts with a risk assessment. Teams evaluate factors like how often users interact with a feature, the potential business impact of failures, and the complexity of the code. Features that could cause major problems get tested more thoroughly than low-risk components. This strategy works well in fast-paced development environments where time is limited. By addressing the biggest threats early, teams catch serious defects before they reach production. Test execution follows a clear priority order based on actual risk rather than arbitrary decisions. The result is more efficient testing that protects the most important parts of the application. Teams deliver software faster while maintaining confidence in its quality. 7. Guarantee Collaboration Between Dev, QA, and Ops Teams Strong teamwork between development, QA, and operations teams forms the foundation of effective continuous testing. These groups need to work together from the start of each project rather than pass work from one team to the next. Regular communication helps everyone understand their shared goals and catch problems early. Teams should hold daily standups and use shared communication channels to stay connected. This approach helps developers understand testing requirements while QA learns about new features before they launch. Operations teams can share feedback about production issues that need attention in future tests. Automated testing tools work best as shared resources that all teams can access and update. Therefore, everyone takes responsibility for quality instead of leaving it only to QA. Development writes unit tests, QA creates integration tests, and operations monitors performance in real environments. Cross-functional teams deliver software faster because they remove bottlenecks between departments. Each team member brings unique skills that help catch different types of issues before they reach users. Conclusion Continuous testing transforms how teams deliver software by catching issues early and reducing delays. The seven best practices outlined in this article provide a clear roadmap for organizations to speed up their release cycles while maintaining quality standards. Teams that automate their tests, integrate quality checks throughout the pipeline, and focus on risk-based strategies see faster deployments and fewer production failures. These practices work together to create a development process that supports both speed and reliability. Software delivery no longer needs to sacrifice quality for speed. By applying these continuous testing principles, teams can meet modern development demands and stay competitive in 2026. The post 7 Continuous Testing Best Practices That Accelerate Software Delivery appeared first on The Crazy Programmer.
Artificial Intelligence vs Virtual Intelligence: Complete Comparison Guide
Artificial Intelligence (AI) and Virtual Intelligence (VI) may seem like identical terms, yet they are meant to fulfil different purposes and work differently. With the increasing investment in smart technologies by businesses to enhance efficiency, customer service, and decision-making, there will be differences between these two approaches that should be identified. As a business leader, seeking … Artificial Intelligence vs Virtual Intelligence: Complete Comparison Guide Read More » The post Artificial Intelligence vs Virtual Intelligence: Complete Comparison Guide appeared first on The Crazy Programmer.
Artificial Intelligence (AI) and Virtual Intelligence (VI) may seem like identical terms, yet they are meant to fulfil different purposes and work differently. With the increasing investment in smart technologies by businesses to enhance efficiency, customer service, and decision-making, there will be differences between these two approaches that should be identified. As a business leader, seeking a solution among digital tools, as an entrepreneur, creating a tech product, or a marketer, thinking about AI and having to make a better decision, it can be helpful to understand how these technologies operate. Now, we can take a more in-depth look at AI and VI, their functioning, their usage in general, and how they can be leveraged to benefit businesses. Aspect Artificial Intelligence (AI) Virtual Intelligence (VI) Core Purpose Enables machines to think and learn Enables machines to interact and communicate with humans Primary function Data processing, prediction, reasoning, and optimization Conversation, guidance, and user engagement Dependency on Data Requires large datasets for training and accuracy Relies on predefined scripts and workflows Learning capability Continuously learns from the data and feedback Mostly rule-based; limited learning unless AI-powered Common examples Recommendation engines, fraud detection, predictive analytics Chatbots, virtual assistants, digital avatars <img decoding="async" width="1024" height="683" src="https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/Artificial-Intelligence-vs-Virtual-Intelligence-1-1024x683.jpg" alt="Artificial Intelligence vs Virtual Intelligence" class="wp-image-14589" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/Artificial-Intelligence-vs-Virtual-Intelligence-1-1024x683.jpg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/Artificial-Intelligence-vs-Virtual-Intelligence-1-300x200.jpg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/Artificial-Intelligence-vs-Virtual-Intelligence-1-600x400.jpg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/Artificial-Intelligence-vs-Virtual-Intelligence-1-150x100.jpg 150w, https://www.thecrazyprogrammer.com/wp-content/uploads/2026/02/Artificial-Intelligence-vs-Virtual-Intelligence-1.jpg 1536w" sizes="(max-width: 1024px) 100vw, 1024px" /> Understanding Artificial Intelligence: More Than Just Automation The best intelligent systems are those constructed with both the Artificial Intelligence and Virtual Intelligence. The systems combined with both are the most effective ones. In practical applications, hybrid architectures that are conversational interfaces and analytical intelligence are frequently designed by technology engineering companies like Appinventiv, Netguru, and Perimattic.ai. One of them is a customer-facing chatbot, which handles routine queries with a set of predefined talk flows (Virtual Intelligence), but at the same time involves machine learning and natural language processing models to analyse the intent and context and improve further responses over time (Artificial Intelligence). In a study on AI conducted by IBM, the contemporary state of artificial intelligence is based on machine learning, neural networks, and processing of massive data in imitating human logic. What is the Working of Artificial Intelligence? AI is based on a combination of information, algorithms, and computation. The general course of action entails: Collection of huge volumes of structured and unstructured data. Training statistical and mathematical training models. Detection of patterns, relationships, and anomalies. Predicting or making decisions based on their new knowledge. Constant improvement of performance using feedback. In the current AI, systems are largely based on what is referred to as machine learning. This is an aspect of AI whereby algorithms can learn using old information rather than requiring to be coded to cover all potential scenarios. Important Technologies of Artificial Intelligence AI is not a single technology; it is a complex of various methods that are integrated, and they include: Machine Learning (ML) to predict and identify trends. Deep Learning, which involves the utilization of neural networks. NLP to understand and produce human language. Image and video recognition with the use of computers. Reinforcement Learning, in which systems are learned through trial and error. The technologies enable AI to carry out tasks formerly performed by humans. Real-World Applications of Artificial Intelligence AI is a prominent part of business and life in general. Most likely, you encounter AI even without noticing it! Some of the common uses of AI include: Streaming service and online shopping site recommendation systems. Banks and other financial organizations’ fraud detection. Factories Predictive maintenance. Retail and supply chain demand forecasting. Individual marketing and customer targeting. Clinical diagnosis and drug development. The best thing about AI is that it can process large volumes of data in a short period of time and offer information that cannot be generated by humans at the same rate. Understanding Virtual Intelligence: Intelligence with a Face Virtual Intelligence on the other hand, revolves around interaction as opposed to thinking. It is the digital beings – a virtual assistant, chatbot, avatars, etc. – that simulate human dialogue and behaviour in a highly fixed or semi-intelligent fashion. Virtual Intelligence is intended to interact, foster, and support users, and it may be a user interface between people and multifaceted systems. How Virtual Intelligence Works Behind the Scenes? As opposed to full AI systems, Virtual Intelligence normally operates under: Scripted or pre-programmed conversation. Rule-based decision-making trees. Simple intent recognition of user inputs. Connection with back-end systems to generate responses. Poor learning skills, depending on their complexity. Other virtual intelligence systems can have some AI-like components, like NLP or machine learning, though they are interaction-oriented and not autonomous. In simpler terms, Virtual Intelligence is the way systems interact with humans, whereas Artificial Intelligence pertains to the way systems reason. Gartner industry insights point to the fact that virtual assistants are primarily used as interaction layers, and a backend of AI-based intelligence. Common Examples of Virtual Intelligence Virtual Intelligence is something that you encounter in your daily life in customer-focused jobs on the internet. Examples of some of them are: Website and app chatbots. Simple command voice assistant. Web-based customer care representatives. Games or metaverse-based AI-generated avatars. Self-services and interactive kiosks. Such systems are designed in such a way that they provide quick response, reduce human workload, and increase accessibility, particularly in customer care and support functions. Artificial Intelligence vs. Virtual Intelligence: Core Differences Even though AI and Virtual Intelligence may be similar in some real-life processes, they are different in their objectives and abilities. Primary Focus: AI is based on seeking information, education, and decision-making. VI deals with interaction, communication, and user experience. Level of Autonomy: AI systems are capable of self-sufficiency and self-evolution. The Virtual Intelligence systems are usually pre-defined. Learning Capacity: AI is constantly upgraded based on information and feedback. VI cannot learn easily unless it is combined with AI. Complexity: AI is a process that consumes a lot of data, infrastructure, and competency to operate effectively. Virtual Intelligence tends to be faster and cheaper to put in place. Role in Business: AI works under the background to improve operations. VI is bottom-up, being the one that works with the users. Knowing these variations will assist companies in selecting the appropriate technology to address their challenges. Where Artificial Intelligence and Virtual Intelligence Work Together? The concept of AI and Virtual Intelligence is seldom left alone in the contemporary digital ecosystems. Combined systems are the most effective systems. For example: A chatbot (Virtual Intelligence) customer service provides a customer with a chatroom applying NLP and ML (Artificial Intelligence) to comprehend the messages and respond better. A sales assistant is a virtual assistant based on AI-driven offers and personalization. A voice assistant responds to speech and VI to natural interaction, which is facilitated by AI. This combination method develops smart and human experiences. Business Benefits of Artificial Intelligence Strategic benefits are acquired by organizations investing in Artificial Intelligence, and they extend way beyond automation. Key benefits include: Quick and more precise decision-making. Greater efficiency of operations. Automation has resulted in lower costs. Improved data-driven information. Anticipatory and not responsive measures. The AI enables companies to shed their guesses for evidence-based approaches. Business Benefits of Virtual Intelligence Virtual Intelligence brings value in another equally significant manner, that is, through customer interaction and experience. Major advantages include: The availability of 24/7 customer care. Faster response times Lower support and service charges. Consistent brand messaging Improved user engagement Streamlined orientation and mentoring. In customer-centric industries, Virtual Intelligence could be the initial touch point between the brand and the customer. Choosing Between Artificial Intelligence and Virtual Intelligence It is not always an alternative between one and the other. It is dependent on business objectives. Artificial Intelligence is suitable in the case of: You require the foresight of predictive or automation. You work with great amounts of information. The accuracy of the decision will influence revenues or safety. Efficiency and optimization are the priorities. Virtual Intelligence is appropriate when: You desire to enhance customer contact. You require communication channels that are scalable. The speed and availability of response are important. Conversion is enhanced through human-like interaction. The combination of the two, is on most occasions, the best result. Business Point of View: Why Companies are spending on the two Start-ups to organizations are turning to AI and Virtual Intelligence as one of their digital transformation strategies. Companies are also capitalizing on such technologies by: Minimize costs of operation without lowering quality. Increase customer satisfaction and retention. Competitive market differentiation. Empower evidence-based growth plans. Growth in scale worldwide without proportional growth of resources. First mover companies have a competitive edge in the long run, particularly due to the continued development of intelligent systems. Challenges and Limitations to Consider Both Virtual Intelligence and Artificial Intelligence have their problems, as powerful as they are. Some of the typical AI problems are: The cost of initial development is high. Data quality and bias issues Complex implementation Ethics and privacy issues. The challenges of common Virtual Intelligence are: Poor knowledge of complicated questions. May easily frustrate users when not designed well. Addiction to well-organized processes. Emotional intelligence deficit in simple systems. To overcome these challenges, it is necessary to plan, develop competently, and optimize constantly. Final Thoughts Artificial Intelligence and Virtual Intelligence are non-competitive technologies; they are a pair of forces that will influence the future of digital experiences. Intelligent systems are based on Artificial Intelligence to allow them to learn, predict, and make decisions. Virtual Intelligence is the voice and face, giving people the opportunity to engage with sophisticated technology in a natural way. In a more digitized world, intelligence is no longer a mere artificial or virtual phenomenon, but it is becoming a fundamental component of the way business is conducted, communication is carried out, and business is expanded. The post Artificial Intelligence vs Virtual Intelligence: Complete Comparison Guide appeared first on The Crazy Programmer.
10 Best Computer Science Universities in Italy 2026
When it comes to studying computer science in Italy, you’ll have a lot of options in terms of location and the particular specialization you choose to study. These universities offer some of the best undergraduate, graduate, and Ph.D. programs in the country. If you’re interested in learning computer science in Italy, check out one of … 10 Best Computer Science Universities in Italy 2026 Read More » The post 10 Best Computer Science Universities in Italy 2026 appeared first on The Crazy Programmer.
When it comes to studying computer science in Italy, you’ll have a lot of options in terms of location and the particular specialization you choose to study. These universities offer some of the best undergraduate, graduate, and Ph.D. programs in the country. If you’re interested in learning computer science in Italy, check out one of these universities next year! 1. Sapienza University of Rome <img loading="lazy" decoding="async" width="1024" height="805" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/Sapienza-University-of-Rome-1024x805.jpeg" alt="Sapienza University of Rome" class="wp-image-13121" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Sapienza-University-of-Rome-1024x805.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Sapienza-University-of-Rome-600x472.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Sapienza-University-of-Rome-300x236.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Sapienza-University-of-Rome-150x118.jpeg 150w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Sapienza-University-of-Rome.jpeg 1373w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> Sapienza, as it’s commonly called, is one of only three public universities in Rome, and—along with Bocconi and Politecnico—one of its leading technical schools. It offers various computer science courses at both undergraduate and graduate levels. Undergraduates can choose between subjects such as information technology and computing, software engineering, and artificial intelligence, while post-grads specialize in fields including programming theory and applications development. The university also runs special summer school programs for students from foreign countries to study Italian at Sapienza alongside their academic coursework. 2. Bologna University <img loading="lazy" decoding="async" width="1023" height="741" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/Bologna-University-min.jpeg" alt="Bologna University" class="wp-image-13122" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Bologna-University-min.jpeg 1023w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Bologna-University-min-600x435.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Bologna-University-min-300x217.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Bologna-University-min-150x109.jpeg 150w" sizes="auto, (max-width: 1023px) 100vw, 1023px" /> Bologna University was founded in 1088, making it one of Italy’s oldest institutions. Its Department of Computer Science is well-regarded for its Master’s and Ph.D. programs, which offer a range of specialization options—from human-computer interaction to information systems and cybernetics. Courses cover topics such as how we interact with technology, how to make technological problems easier to solve through software design, and how humans can collaborate better using new technologies. If you want a real academic challenge (and who doesn’t?), consider earning your Master’s at Bologna University. 3. University of Trento <img loading="lazy" decoding="async" width="1000" height="669" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Trento.jpeg" alt="University of Trento" class="wp-image-13123" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Trento.jpeg 1000w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Trento-600x401.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Trento-300x201.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Trento-150x100.jpeg 150w" sizes="auto, (max-width: 1000px) 100vw, 1000px" /> The University of Trento was established in 1962, it mainly focuses on strengthening and developing its international alliances. At present, the university includes over 16,000 students and 600 professors. They strategically have partnered with the most distinguished research centres & universities all across the world and established their bilateral agreements. Besides, the University of Trento today is considered the top computer science institute in Italy. Computer science courses offered: BSc with a range of specializations, including Artificial Intelligence and Robotics, Computer Systems, Networks and Telecommunications. PhDs are also offered in Artificial Intelligence, Robotics and Computer Systems. 4. Polytechnic University of Milan <img loading="lazy" decoding="async" width="1024" height="708" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/Polytechnic-University-of-Milan-min-1024x708.jpeg" alt="Polytechnic University of Milan" class="wp-image-13125" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Polytechnic-University-of-Milan-min-1024x708.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Polytechnic-University-of-Milan-min-600x415.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Polytechnic-University-of-Milan-min-300x207.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Polytechnic-University-of-Milan-min-150x104.jpeg 150w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/Polytechnic-University-of-Milan-min.jpeg 1163w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> The Faculty of Engineering of Milan is part of a network consisting of seven other prestigious Italian institutions with a similar mission. It offers courses in Computer Science, Electrical Engineering, Mechatronics, and Industrial Design. The university’s Research Center has been recognized as one of Europe’s most innovative thanks to its research activities carried out in biomedical engineering and energy efficiency. The university offers academic programs taught entirely or partially in English to facilitate student mobility and encourage international collaboration among students and professors. 5. IULM University <img loading="lazy" decoding="async" width="1024" height="768" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/IULM-University-1024x768.jpeg" alt="IULM University" class="wp-image-13126" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/IULM-University-1024x768.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/IULM-University-600x450.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/IULM-University-300x225.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/IULM-University-150x113.jpeg 150w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/IULM-University.jpeg 1440w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> IULM Bocconi, also known as Istituto Universitario di Lingue e Comunicazioni Interculturali Luigi Bocconi (IULM), is a university focused on courses such as Economics and Business Management. There are several courses offered by IULM which focus on Computer Science and Information Systems, including ones related to Networks Engineering and Security, Intelligent Interactive Systems, Software Engineering, and Web Engineering. The Master of Science in Computer Science is delivered by both University College London (UCL) and UCL’s partner institution The Higher Technical Institute of Venice (HTIV). Courses last 1 year full-time or 2 years part-time and are taught mainly at HTIV with occasional visits to London. 6. University of Padua <img loading="lazy" decoding="async" width="1024" height="576" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Padua-1024x576.jpeg" alt="University of Padua" class="wp-image-13127" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Padua-1024x576.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Padua-600x338.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Padua-300x169.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Padua-150x84.jpeg 150w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Padua.jpeg 1280w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> The University of Padua offers a wide range of courses and degrees, including those in medicine, pharmacology, and economics. However, it is Padova’s computer science degree that made it possible to gain a firm footing on university rankings worldwide. For example, The Times Higher Education ranked it as one of Europe’s top 100 universities in 2017 thanks to its broad array of advanced programs across four academic faculties: Science and Engineering; Medicine and Surgery; Humanities, Arts and Social Sciences; Agricultural, Environmental, and Life Sciences. Students have to show strong English skills prior to matriculation however because all courses are taught in English. 7. University of Salerno <img loading="lazy" decoding="async" width="1024" height="614" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Salerno--1024x614.jpeg" alt="University of Salerno " class="wp-image-13128" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Salerno--1024x614.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Salerno--600x360.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Salerno--300x180.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Salerno--150x90.jpeg 150w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Salerno-.jpeg 1428w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> The University of Salerno offers both undergraduate and graduate courses in information science, telecommunications engineering, and industrial informatics. You can study in Italian or English with a curriculum based on a broad range of topics such as database systems, artificial intelligence, computational linguistics, and programming languages. In 2017, QS World University Rankings by Subject ranked L’Orientale de Salerno’s Department of Information Science 29th worldwide. The department’s MSc in Computer Science was also listed as 25th worldwide that year. 8. University of Pisa <img loading="lazy" decoding="async" width="1024" height="575" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Pisa-1024x575.jpeg" alt="University of Pisa" class="wp-image-13129" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Pisa-1024x575.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Pisa-600x337.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Pisa-300x169.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Pisa-1536x863.jpeg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Pisa-2048x1151.jpeg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Pisa-150x84.jpeg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> The University of Pisa was founded in 1968 and joined Scuola Superiore Sant’Anna (SSSA) as one of its departments. The school has a multidisciplinary curriculum, offering programs covering science, technology, and economics with specialties including physics, information engineering, biomedical engineering, and digital art. Computer science is available as a minor alongside more standard majors such as physics or economics; students can also take courses in programming if they’re planning on studying abroad in China. In 2013 SSSA Pisa came into partnership with Cisco Systems to offer one of their signature programs: CCIE Security Essentials. Students spend a year learning hands-on about all things security, including intrusion detection systems, firewalls, and intrusion prevention systems. 9. University of Ferrara <img loading="lazy" decoding="async" width="1024" height="576" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Ferrara-1024x576.jpeg" alt="University of Ferrara" class="wp-image-13130" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Ferrara-1024x576.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Ferrara-600x338.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Ferrara-300x169.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Ferrara-150x84.jpeg 150w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/University-of-Ferrara.jpeg 1280w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> The University of Ferrara offers five different degrees related to computer science, including a Ph.D. Students can choose to study at a variety of levels and pursue their degree from one of three schools: Letters, Humanities, and Languages; Sciences, Mathematics, and Engineering; or Law, Political and Social Sciences. In addition to courses offered through traditional programs, students also have access to accelerated courses that allow them to complete their degrees faster. This approach is particularly useful if students are interested in acquiring a career with a shorter time frame, such as an information technology consultant or software developer. 10. LUISS Guido Carli <img loading="lazy" decoding="async" width="1024" height="768" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/11/LUISS-Guido-Carli-min.jpeg" alt="LUISS Guido Carli" class="wp-image-13131" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/LUISS-Guido-Carli-min.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/LUISS-Guido-Carli-min-600x450.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/LUISS-Guido-Carli-min-300x225.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/11/LUISS-Guido-Carli-min-150x113.jpeg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> Computer science degrees have been offered at LUISS Guido Carli – Università Commerciale Luigi Bocconi since 1976, and they’re some of Italy’s most highly regarded computer science programs. The master’s degree program is taught primarily in English, which makes it ideal for students who don’t speak Italian but want to learn more about Italian culture while earning their degree. Students can take courses covering a broad range of topics within computer science, including programming languages; networks and distributed systems; databases and information retrieval systems; advanced software development; human-computer interaction and multimedia systems; parallel processing systems; artificial intelligence algorithms; and digital signal processing. Final Words These are the best universities that offer computer science degrees in Italy, based on their research and reputation in the field. Besides, you can select from its Computer Science degree programs: undergraduate & Master. You will just need a strong Italian language to go ahead with the undergraduate degree, but master’s programs are taught in English. The post 10 Best Computer Science Universities in Italy 2026 appeared first on The Crazy Programmer.
8 Best Keyboards for Programming in India 2026
For a lot of programmers, finding a decent keyboard will significantly boost their workflow environment. Here, in this article, you’ll find a list of best keyboards for programming and a strait-laced comparison between them. The programmers typically spend their days’ planning, writing, and checking code in their machine. The keyboard is, therefore, one of the … 8 Best Keyboards for Programming in India 2026 Read More » The post 8 Best Keyboards for Programming in India 2026 appeared first on The Crazy Programmer.
For a lot of programmers, finding a decent keyboard will significantly boost their workflow environment. Here, in this article, you’ll find a list of best keyboards for programming and a strait-laced comparison between them. The programmers typically spend their days’ planning, writing, and checking code in their machine. The keyboard is, therefore, one of the most critical instruments in their arsenal. The right keyboard for your necessity is not an easy task to find. This is why we are collecting the list of best programming keyboards. It’s not just ambient RGB lighting or a cool minimum aesthetic you get by choosing an excellent keyboard for your typeface. Gamers who play the best computer games or content developers and professional programmers, all that matters for them are pace, reactivity, precision, and comfort. What is that you need? It would be best if you had a keyboard to ease your work. A keyboard that you can type without pressure during the day and program it quickly on your computer to reach the most frequent applications. A large keyboard can reduce the amount and usability of your cursor. Also, a keyboard that has a comfortable plushy wrist brace, magnetically connected when you are working long hours, and having extra support for your hand. The keyboard that also has media functions for changing speed, listening, pause, or skipping songs. Also Read: How to Choose Best Laptop for Programming? Ultimately, a keyboard that helps you swift in your daily work! Here are the best claviers, from the best game keyboards to the perfect ones for productivity and creation. And we have included a comparison table to make sure you get the best price available as well. List of Best Keyboards for Programming Redgear Blaze Semi-Mechanical Wired Gaming Keyboard <img loading="lazy" decoding="async" width="476" height="218" src="http://thecrazyprogrammer.com/wp-content/uploads/2020/09/Redgear-Blaze.jpg" alt="Redgear Blaze" class="wp-image-10477" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Redgear-Blaze.jpg 476w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Redgear-Blaze-300x137.jpg 300w" sizes="auto, (max-width: 476px) 100vw, 476px" /> The Redgear Blaze Semi-Mechanical wired Gaming keyboard comes with three colors backlit light, full aluminum body & Windows key lock for PC. The Blaze is designed especially for pro-gaming and programming. It was intended for both programmers and low or high DPI players, so the interface allows ample room to spread the mouse around. In addition, for each strain, the Ergonomic float caps give you the best space. The Blaze has perfectly positioned keycaps that provide precise results whenever you click. Features: 100M long-lasting switches for crisp response. 3 Color mode for different gaming setup needs. Windows key lock option to block pop-up in the game. 19 keys anti-ghost for gamers and programmers Floating keycaps with greater durability and high responsiveness Cosmic Byte CB-GK-10 Corona Wired Gaming Keyboard <img loading="lazy" decoding="async" width="1024" height="468" src="http://thecrazyprogrammer.com/wp-content/uploads/2020/09/Cosmic-Byte-e1599847219615-1024x468.jpg" alt="Cosmic Byte best keyboards for programming" class="wp-image-10469" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Cosmic-Byte-e1599847219615-1024x468.jpg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Cosmic-Byte-e1599847219615-600x274.jpg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Cosmic-Byte-e1599847219615-300x137.jpg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Cosmic-Byte-e1599847219615-660x302.jpg 660w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Cosmic-Byte-e1599847219615.jpg 1500w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> This keyboard comes with the wired USB interface, especially for programmers and players with 19 Anti-ghosting keys. The four levels of brightness adjustment make it convenient for users to work with peace of mind. The keyboard features different internet hotkeys and media hotkeys for easy access. Features: Wired USB keyboard interface with Red Backlit and four levels of brightness adjustment. 19 Anti-ghosting and scratch-resistant keys. Key life with more than 10 million keystrokes. Zebronics Mechanical USB Wired Keyboard Max Plus <img loading="lazy" decoding="async" width="832" height="349" src="http://thecrazyprogrammer.com/wp-content/uploads/2020/09/zebronics-mechanical-max-plus-e1599847320263.jpeg" alt="zebronics-mechanical-max-plus" class="wp-image-10468" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/zebronics-mechanical-max-plus-e1599847320263.jpeg 832w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/zebronics-mechanical-max-plus-e1599847320263-600x252.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/zebronics-mechanical-max-plus-e1599847320263-300x126.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/zebronics-mechanical-max-plus-e1599847320263-660x277.jpeg 660w" sizes="auto, (max-width: 832px) 100vw, 832px" /> Max Plus is a robust 104-key USB mechanical keyboard with 12 additional multimedia keys. It has 7 LED modes and five LED levels of luminosity in multicolor LEDs. For all this gaming action, it is a heavy-duty keyboard weighing 1.27 kg. The keyboard is sturdy and durable that gives the user a perfect tactile feel. The blue switches on this keyboard have a very detectable actuation point that helps programmers to code swiftly. Features: Full-size mechanical keyboard with 104 keys and 11 multimedia keys. Backlit keyboard with 10 LED night modes and 5 brightness adjustments levels. Double injection keycaps for a longer lifespan and a higher number of keystrokes. High-quality USB connector coupled with strong braided cable. TVS Gold Bharat Gold USB Keyboard <img loading="lazy" decoding="async" width="500" height="230" src="http://thecrazyprogrammer.com/wp-content/uploads/2020/09/tvs-gold-keyboard-e1599847449499.png" alt="tvs-gold-keyboard" class="wp-image-10474" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/tvs-gold-keyboard-e1599847449499.png 500w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/tvs-gold-keyboard-e1599847449499-300x138.png 300w" sizes="auto, (max-width: 500px) 100vw, 500px" /> TVS Gold Bharat programming keyboard comes with an array of 104 mechanical keys with long life switches. The keyboard also houses nine (9) vernacular languages to choose from, and also, an additional feature to select the interface – USB/PS2. Besides, the sculpted keypad gives the touch feeling with each click. Features: Guaranteed 50 Million plus strokes per key Highly reliable, with more than 200,000 Hrs MTBF An everlasting presence with Laser Etched Characters on Keycaps The option of working in two languages Fitted with mechanical switches for long life The keyboards are all enabled with the Rupee symbols Zebronics Zeb-Transformer-k USB Gaming Keyboard <img loading="lazy" decoding="async" width="1500" height="660" src="http://thecrazyprogrammer.com/wp-content/uploads/2020/09/Zebronics-zeb-best-keyboards-for-programming-e1599847556601.jpg" alt="Zebronics-zeb best keyboards for programming" class="wp-image-10476" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Zebronics-zeb-best-keyboards-for-programming-e1599847556601.jpg 1500w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Zebronics-zeb-best-keyboards-for-programming-e1599847556601-600x264.jpg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Zebronics-zeb-best-keyboards-for-programming-e1599847556601-300x132.jpg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Zebronics-zeb-best-keyboards-for-programming-e1599847556601-1024x451.jpg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Zebronics-zeb-best-keyboards-for-programming-e1599847556601-660x290.jpg 660w" sizes="auto, (max-width: 1500px) 100vw, 1500px" /> The Zeb-Transformer-k is a USB gaming keyboard with a multicolor LED effect. It has integrated media control, Laser keycaps, and an aluminum body. It also has a braided cable, high-quality USB connector, and backlight LED On/Off function. The keyboard comes with the interface of USB and a power requirement of DC 5V, <200mA. Moreover, it has a button stokes life of 80 million times. Features: Integrated Media control keys and multicolor LED with 4 modes – 3 Light Mode & 1 off Mode Windows Key Enable/Disable Function and all Keys Enable/Disable Function 2-Step Stand, Laser Keycaps, Aluminum Body, Backlight LED ON/OFF function Gold Plated USB, Braided Cable, modern design, and less power consumption. HyperX Alloy RGB Mechanical Gaming Keyboard <img loading="lazy" decoding="async" width="1024" height="433" src="http://thecrazyprogrammer.com/wp-content/uploads/2020/09/Hyper-x-Alloy-1024x433.jpg" alt="Hyper x Alloy" class="wp-image-10475" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Hyper-x-Alloy-1024x433.jpg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Hyper-x-Alloy-600x254.jpg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Hyper-x-Alloy-300x127.jpg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Hyper-x-Alloy-660x279.jpg 660w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Hyper-x-Alloy.jpg 1500w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> The HyperX Alloy FPS RGB is a splendid, high-performance keyboard to ensure your skills and style are fully displayed. The robust stainless steel frame makes your keyboard stable as you pull the key to function, detect errors, or swap program scripts. The Alloy FPS RGB is designed for space-contracted setups, so you can maneuver easily without increasing your sensitivity to your mouse. It is also provided with a convenient USB load port and a braided, wear-resistant cable that makes portability easier. Features: RGB backlit keys with radiant lighting effects and a durable solid steel frame Advanced customization with HyperX NGENUITY software and onboard memory for three profiles Compact, ultra-portable design with detachable cable and convenient USB charge port Kailh Silver Speed mechanical key switches Game Mode, 100% Anti-ghosting, and N-Key Rollover functionalities Logitech G Prodigy G213 RGB Gaming Keyboard <img loading="lazy" decoding="async" width="650" height="388" src="http://thecrazyprogrammer.com/wp-content/uploads/2020/09/Logitech-G-Prodigy-best-keyboards-for-programming.png" alt="Logitech G Prodigy best keyboards for programming" class="wp-image-10471" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Logitech-G-Prodigy-best-keyboards-for-programming.png 650w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Logitech-G-Prodigy-best-keyboards-for-programming-600x358.png 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Logitech-G-Prodigy-best-keyboards-for-programming-300x179.png 300w" sizes="auto, (max-width: 650px) 100vw, 650px" /> The Logitech Prodigy series offers advanced gaming-grade performance. Besides, for programmers, each keypress from fingers to screen is nearly instantaneous. It also accommodates the customization of five individual lighting zones with a range of over 16.8 million colors. Logitech Gaming Software can even synchronize lighting effects with other Logitech G devices for a real match system. Logitech G Prodigy allows users to work more quickly than with a standard keyboard thanks to high-performance keys, which combine the best touch and programming performance. Features: 4x faster gaming-grade performance than standard keyboards Crisp and brilliant RGB lighting with 16.8 Million color options Spill-resistant and highly durable to handle sudden accidents Dedicated media controls to play, pause, skip and adjust in one go Programmable function keys for custom commands and integrated palm rest and adjustable feet HyperX Alloy HX-KB5ME2-US Core RGB Membrane Gaming Keyboard <img loading="lazy" decoding="async" width="1024" height="481" src="http://thecrazyprogrammer.com/wp-content/uploads/2020/09/HyperX-HX-1024x481.jpg" alt="HyperX HX" class="wp-image-10470" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/HyperX-HX-1024x481.jpg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/HyperX-HX-600x282.jpg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/HyperX-HX-300x141.jpg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/HyperX-HX-660x310.jpg 660w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/HyperX-HX.jpg 1500w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> The HyperX Alloy Core RGB is ideal for hardcore programmers and gamers looking to improve their keyboards’ style and performance without spending much money. The Alloy Core RGB is elegant, beautiful, and reliable, making it a sweeping tech keyboard for programmers. The Alloy Core RGB is designed to provide stability and reliability for players and programmers who want a keyboard that will last with an enduring, strengthened plastic framework. In addition, the keyboard lock allows you to lock the keyboard without setting your whole system up. Features: Signature light Bar and dynamic RGB lighting effects 5 Zones multicolor customization option Quiet and responsive keys with anti-ghosting Durable solid frame with spill resistance Spill-resistant and dedicated media controls Quick access buttons for brightness, lighting modes, and game mode Keyboard lock mode and flexible braided cable Comparison Table <img loading="lazy" decoding="async" width="924" height="429" src="http://thecrazyprogrammer.com/wp-content/uploads/2020/09/Comparison-Table.png" alt="Comparison Table" class="wp-image-10485" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Comparison-Table.png 924w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Comparison-Table-600x279.png 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Comparison-Table-300x139.png 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2020/09/Comparison-Table-660x306.png 660w" sizes="auto, (max-width: 924px) 100vw, 924px" /> Conclusion This was the complete list of best keyboards for programming that we think are currently the best in the Indian market. However, many other keyboards can also be included, but we have picked these best keyboards for this article. As a matter of fact, it depends on the users’ choice and preference for what they find best in their hands. And this list of best programming keyboards will help you to compare and come to a final consensus. Cheers to programming life! The post 8 Best Keyboards for Programming in India 2026 appeared first on The Crazy Programmer.
ScrapingBee API Review 2026 – Features, Pricing, Pros & Cons
Web scraping technique is used in various industries for different purpose like data mining, competitive analysis, price tracking, etc. Web scraping APIs can be really handy for building an efficient web scraper tool for various use cases. In this article, I will be reviewing one such web scraping API that comes with great features and … ScrapingBee API Review 2026 – Features, Pricing, Pros & Cons Read More » The post ScrapingBee API Review 2026 – Features, Pricing, Pros & Cons appeared first on The Crazy Programmer.
Web scraping technique is used in various industries for different purpose like data mining, competitive analysis, price tracking, etc. Web scraping APIs can be really handy for building an efficient web scraper tool for various use cases. In this article, I will be reviewing one such web scraping API that comes with great features and can be really helpful for developers in their web scraping projects. We will be exploring about ScrapingBee web scraping API features, pricing models, and pros and cons in detail. ScrapingBee was founded in the year 2019 by Kevin Sahin and Pierre de Wulf. Their first two products were ShopToList and PricingBot, which were price monitoring tools. While working on these tools they gained a lot of experience in web scrapping which led to building ScrapingBee. As this web scrapping API comes with great features so it gained a lot of popularity in a very short time. It is used by big companies such as SAP, Zapier, Deloitte, Zillow, etc. <img loading="lazy" decoding="async" width="2560" height="1403" src="http://thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Review-scaled.jpeg" alt="ScrapingBee Review" class="wp-image-13829" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Review-scaled.jpeg 2560w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Review-scaled-600x329.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Review-300x164.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Review-1024x561.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Review-1536x842.jpeg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Review-2048x1122.jpeg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Review-150x82.jpeg 150w" sizes="auto, (max-width: 2560px) 100vw, 2560px" /> ScrapingBee Features ScrapingBee API is capable of handling headless browsers. Getting blocked while scrapping the web is a common issue that we face. ScrapingBee solves this problem by using rotating proxies. It provides various other awesome features that are explained below. General Web Scraping: It can do common web scraping tasks like retrieving data from the internet, monitoring prices, and extracting reviews, all without facing blocking issues. Headless Browsers Handling: You can render web pages like a real browser. This is done with the help of thousands of headless instances using the recent Chrome version. JavaScript Rendering: This feature allows you to render javascript for scraping any website. Even applications with a single page can be scraped using various libraries like AngularJS, React, etc. Rotate Proxies: They have a large proxy pool that hides your bots which reduces the chance of getting blocked. No Code Scarping: Even if you have no coding experience you can use the Make integration feature to build custom web scraping engines. Screenshots API: This feature allows you to take screenshots of any website with a single API call. Languages: It supports various programming technologies including Python, JavaScript, Java, Ruby, PHP, and Go. ScrapingBee Pricing ScrapingBee provides various pricing options that are mentioned below. If you are not sure which plan to use or want to try the service then you can use their free plan that provides 1000 API calls. You are not required to give your credit card details for using free credits. Free Freelance Startup Business Business+ Price Free $49/month $99/month $249/month $599+/month Credits 1000 150k 1 Million 3 Million 8+ Million Concurrent Requests – 5 50 100 200+ Try ScrapingBee for Free <img loading="lazy" decoding="async" src="http://thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Pricing-1024x667.jpg" alt="ScrapingBee Pricing" class="wp-image-13832" width="853" height="555" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Pricing-1024x667.jpg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Pricing-600x391.jpg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Pricing-300x195.jpg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Pricing-1536x1000.jpg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Pricing-2048x1333.jpg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2023/05/ScrapingBee-Pricing-150x98.jpg 150w" sizes="auto, (max-width: 853px) 100vw, 853px" /> Pros & Cons Good Things: There are various good things about ScrapingBee that are given below. Low API response time as compared to other services in the market. Comes with detailed documentation that is really helpful for beginners. Provides free API calls for testing the service without giving credit card details. Supports mindblowing features such as headless browser handling, javascript rendering, rotating proxies, etc. Bad Things: ScrapningBee does not have any big issues but still, there are some minor cons that I collected from users reviews on various platforms. Some of you may find the pricing to be on the higher side. Some people complained about not being able to scrape some websites. Even though it provides proxy rotations but still sometimes your scarping bots can be blocked. Final Words ScrapingBee API works great for general web scraping, data extraction, and javascript rendering. It is capable of handling headless browsers with the proxy rotation that prevents rate limiting and the chance of getting blocked. With lots of amazing features, this API helps programmers and businesses ability of easy web scraping. ScrapingBee offers flexible pricing plans along with some free API credits to try their service. In conclusion, I can say it’s one of the best web scraping APIs currently available in the market. Do share in the comment section if you have any queries regarding this API. The post ScrapingBee API Review 2026 – Features, Pricing, Pros & Cons appeared first on The Crazy Programmer.
ScraperAPI Review 2026 – Scrape Data at Scale Easily
Web scraping is the process by which we extract data from the websites. If you are a programmer then you can write complete code to scrape data as per your needs. Different programming languages like Python or JavaScript can be used along with their libraries i.e., selenium and puppeteer to scrape information from the websites. … ScraperAPI Review 2026 – Scrape Data at Scale Easily Read More » The post ScraperAPI Review 2026 – Scrape Data at Scale Easily appeared first on The Crazy Programmer.
Web scraping is the process by which we extract data from the websites. If you are a programmer then you can write complete code to scrape data as per your needs. Different programming languages like Python or JavaScript can be used along with their libraries i.e., selenium and puppeteer to scrape information from the websites. In this article, we have reviewed a great scraping API that lets you perform data collection easily at scale. About ScraperAPI ScraperAPI is a web scraping tool that has the capability to integrate with the most powerful programming languages like Python, Javascript, Java, Ruby & PHP. There is a detailed documentation available on the ScraperAPI website for all these languages. ScraperAPI handles CAPTCHA, does automate proxy rotation, allows users to rate limit requests, and provides many more important features. ScraperAPI has various other products along with scraping-api like data pipeline, async scraper service, and large-scale data acquisition. ScraperAPI promises you to navigate into any website and access the data by bypassing their anti bot systems with its statistical and artificial intelligence models. As a user, you can take a free trial of up to 7 days to test ScraperAPI’s functionality. <img loading="lazy" decoding="async" width="2560" height="1357" src="https://www.thecrazyprogrammer.com/wp-content/uploads/2024/07/ScraperAPI-Review-scaled.jpg" alt="ScraperAPI Review" class="wp-image-14348" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2024/07/ScraperAPI-Review-scaled.jpg 2560w, https://www.thecrazyprogrammer.com/wp-content/uploads/2024/07/ScraperAPI-Review-scaled-600x318.jpg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2024/07/ScraperAPI-Review-300x159.jpg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2024/07/ScraperAPI-Review-1024x543.jpg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2024/07/ScraperAPI-Review-1536x814.jpg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2024/07/ScraperAPI-Review-2048x1086.jpg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2024/07/ScraperAPI-Review-150x80.jpg 150w" sizes="auto, (max-width: 2560px) 100vw, 2560px" /> Core Features of ScraperAPI IP Geotargetting: The service allows users to target specific geographic locations for their scraping tasks by using millions of proxies from different countries. It can help scraping region specific data and provide accurate results. Unlimited Bandwidth: ScraperAPI allows users to scrape websites without worrying about bandwidth limitations, ensuring that large amounts of data can be collected efficiently​ 99.99% Uptime Guarantee: ScraperAPI ensures high availability and reliability of its service with a 99.9% uptime guarantee, making it a trustworthy tool for critical scraping operations Larger Scalability: ScraperAPI can handle anything from small-scale projects to large-scale enterprise scraping needs, with support for millions of requests per month. Users can book a call with ScraperAPI’s team to test for a longer duration in larger projects. How to Implement ScraperAPI? There are different ways to use ScraperAPI in your program. Multiple methods like API Endpoint, and Proxy Port SDK can be used to integrate ScraperAPI. Let us look at the below example where I have integrated ScraperAPI in JavaScript. Implementing ScraperAPI in NodeJs using SDK Method: const ScraperAPI = require('scraperapi-sdk'); const apiKey = 'YOUR_SCRAPERAPI_KEY'; // Replace with your ScraperAPI key const scraper = new ScraperAPI(apiKey); async function scrapeWebsiteContent(url) { try { let response = await scraperapiClient.get(url); console.log('Response data:', response); } catch (error) { console.error('Error scraping website:', error); } } let url = 'https://google.com'; // Replace with the URL you want to scrape scrapeWebsiteContent(url); Note: You need to scraperapi-sdk in your project beforehand to run the code written above. It can be simply done by writing “npm install scraperapi-sdk” command in the terminal & it will install the mentioned dependency. Code Explanation: Import ScraperAPI SDK: The program imports the scraperapi-sdk in its first line. Provide ScraperAPI Key: You need to provide your ScraperAPI key (which you receive after registering) by replacing ‘YOUR_SCRAPERAPI_KEY’. Initialize ScraperAPI: Initialize the ScraperAPI client with your API key. Declare Async Function: An asynchronous function scrapeWebsiteContent is declared, which takes the website URL as an argument. Try-Catch Block: A try-catch block is added to handle any potential errors. Inside the try block, a GET request is made using the scraper.get method. Log Response Data: The response data is logged to the console if the request is successful. Define URL and Call Function: An example website URL is stored in the URL variable, and the scrapeWebsiteContent function is called with this URL. The program imports the scraperapi-sdk in its first line and then you need to provide your ScraperAPI key (which you have got after registering). Now an async function is declared which takes the website URL as an argument & try catch block is added to debug any related errors. Inside the try block, a get request is made using scraperapiClient method. Finally, an example website URL is stored in the URL keyword & the function is called respectively. Read detailed documentation here https://www.scraperapi.com/documentation Scraper API Pricing Pricing Categories Hobby Startup Business Enterprise API Credits 100,000 API Credits 1,000,000 API Credits 3,000,000 API Credits Custom API Credits (more than 3,000,000) Concurrent Threads 20 50 100 400 Geotargetting US & EU US & EU All All JS Rendering YES YES YES YES 99.9% Uptime Guarantee YES YES YES YES There are many more features like Smart Proxy Rotation, Automatic Retries, Custom Session Support, Premium Proxies, Custom Header Support, CAPTCHA & Anit-Bot Detection, JSON Auto Parsing & Unlimited bandwidth which are supported in all the plans. To view the pricing plans in a detailed manner, visit the official website at https://www.scraperapi.com/pricing/ Try ScraperAPI for Free FAQs Are there any free plans? Yes, after signing up every user gets 1000 API credits and you can request to increase it by contacting their support team. Can I get a refund? Yes, within 7 days of purchase, there is no question of refund policy. Which programming languages does ScraperAPI support? Any programming language that can make HTTP requests can use ScraperAPI. There is official documentation as well for programming languages like Python, JavaScript & Ruby. Does ScraperAPI provide support? Yes, they provide 24/7 email support along with documentation. The high tier plans also get priority support for their queries. The post ScraperAPI Review 2026 – Scrape Data at Scale Easily appeared first on The Crazy Programmer.
10 Best Computer Science Universities in Germany 2026
Germany is known as a country that provides the best quality technical education to its students and it is also among the top most appealing student destinations in the world. Germany has been gaining considerable attention from different students due to its excellent attributes like quality technical education, comfortable living environment, and affordable cost of … 10 Best Computer Science Universities in Germany 2026 Read More » The post 10 Best Computer Science Universities in Germany 2026 appeared first on The Crazy Programmer.
Germany is known as a country that provides the best quality technical education to its students and it is also among the top most appealing student destinations in the world. Germany has been gaining considerable attention from different students due to its excellent attributes like quality technical education, comfortable living environment, and affordable cost of education. The best computer science universities in Germany offer a lot of opportunities to both undergraduate and postgraduate students. The curriculum is also designed in such a way that students feel comfortable while learning and they are given proper support from the mentors as well. Some German Institutions also provide overseas scholarships for students who wish to study further in their respective countries. Now let us explore the best computer science universities in Germany in detail. <img loading="lazy" decoding="async" width="1920" height="1016" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/10/Computer-Science-Universities-in-Germany.webp" alt="Computer Science Universities in Germany" class="wp-image-13034" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/10/Computer-Science-Universities-in-Germany.webp 1920w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/10/Computer-Science-Universities-in-Germany-600x318.webp 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/10/Computer-Science-Universities-in-Germany-300x159.webp 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/10/Computer-Science-Universities-in-Germany-1024x542.webp 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/10/Computer-Science-Universities-in-Germany-1536x813.webp 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/10/Computer-Science-Universities-in-Germany-150x79.webp 150w" sizes="auto, (max-width: 1920px) 100vw, 1920px" /> 1. Technical University of Munich The Technical University of Munich (TUM) is a public research university in Munich, Germany. It was founded on June 12, 1868, by Ludwig I of Bavaria as a polytechnic school and has been an academic institution with engineering and science faculties since the 19th century. Today it has five main campuses located in three cities: Munich, Garching, and Ingolstadt. The TUM Library is one of the largest libraries in Europe with over 6 million books available for use by students, faculty members, staff members as well as external users from all over the world. 2. Karlsruhe Institute of Technology Karlsruhe Institute of Technology (KIT) is a public research university located in Karlsruhe, Germany. It was founded in 2009 and has been known for its research in robotics, computer science and engineering. KIT also has an international focus as it offers courses to students from around the world. The institution’s strong focus on interdisciplinary research allows students to learn from each other while working together on projects that are unique to them alone. The school has many different departments within its walls including artificial intelligence; electronic communications engineering; electrical engineering with embedded systems; engineering management; information technology (IT); materials processing technology & applied mechanics & metallurgy. 3. University of Stuttgart The University of Stuttgart is a public university with undergraduate and graduate programs in computer science, economics, law and business. The school was founded in 1829 as one of the most important scientific institutions in Germany. The university offers courses on a variety of topics including computer science as part of its physics department. Students can choose from a range of other disciplines depending on their interests or need for more depth in certain areas (e.g., math). The school has a strong research profile which means there’s plenty to study here if you’re looking for something more than just an undergraduate degree program—especially considering it’s located right near Stuttgart’s central train station! 4. Humboldt-Universität The Humboldt University of Berlin is a public research university in the West Berlin district of Charlottenburg-Wilmersdorf. The university was founded on 28 March 1810 by Frederick William III, King of Prussia, as the University of Berlin. In 1884 it became Humboldt University – named after Wilhelm von Humboldt (1767–1835), an influential 19th-century naturalist and founder of German Romantic philosophy – and has been a member since 1919. The university consists of 13 faculties at three campuses: Berlin proper (with its main campus on Unter den Linden), Potsdam (in Potsdam-Babelsberg), and Munich/Freising/Munich (in Pullach). The mono-bachelor Computer Science program is a 6 semester course. Candidates learn the basics of science and, all the knowledge and skills they want to succeed in computer-science careers. 5. University of Bremen The University of Bremen was founded in 1971. It has a strong focus on engineering and technology, and it is one of the largest universities in Germany with about 17,000 students. The university also has a large number of international students from various countries around the world. In 2006, UB was ranked second among all German universities by Quacquarelli Symonds (QS), which assesses institutions on their performance in teaching quality, research output and international outlooks. In 2015/16 QS ranked UB as number one among German universities for its teaching quality – based on final-year student feedback evaluations – while it placed third overall among all German higher education institutions (with an overall score of 60%). UB’s Computer Science Department had more than 300 students enrolled during our last intake year at UB – making it one of the largest CS departments worldwide! 6. Technical University of Dresden The Technical University of Dresden (TUD) is a public research university in Germany. It was founded in 1828 as a polytechnic institute and became one of the leading technical universities in Europe. The TUD offers courses on various topics within engineering, natural sciences, humanities and social sciences. The most popular study areas are computer science or business administration but also other fields such as economics or law are available at this university. The teaching quality is very high at this university due to its strong focus on teaching excellence within engineering disciplines like computer science or mechanical engineering where students get hands-on experience with real-world problems during their studies at TUDDresden. 7. RWTH Aachen University RWTH Aachen University is a research-oriented technical university in Aachen, North Rhine-Westphalia, Germany. It is named after the great architect and engineer Karl Friedrich Schinkel who was born in this city. The university offers bachelor’s degrees as well as master’s degrees in many areas of science and engineering. One of its most notable programs is its computer science department which offers several different tracks including systems software engineering and human-computer interaction (HCI). The school also has one of the most popular programs among German business schools called the Corporate Finance & Banking Program (HCA). 8. Hasso Plattner Institute The Hasso Plattner Institute for Software Systems Engineering (HPI) is a research institute of the University of Potsdam. It was founded in 1993 and named after Hasso Plattner, who was one of SAP’s founders and its first CEO. The HPI has an annual budget that exceeds €100 million ($112 million), making it one of Germany’s most expensive universities for its size. It offers undergraduate degrees in computer science, mathematics, physics/astronomy and electrical engineering/computer science; graduate programs include master’s degrees as well as PhDs on topics such as data mining and machine learning algorithms. 9. Eberhard Karls Universität Tübingen If you’re looking for a university in Germany that offers excellent education and a supportive environment, then EKU Tübingen is your best bet. Founded in 1477, it’s home to one of the world’s oldest student fraternities: The Corps Saxo-Borussia Bonn. Today, EKU ranks #1 for Computer Science in Germany and has been named one of Europe’s top 100 universities since 2010 by Times Higher Education (THE). The school offers bachelor’s degrees through both its main campus near Stuttgart and its satellite campus at Tübingen University Hospital (TH). Additionally, students can choose between three other locations around Germany—Karlsruhe Institute of Technology (KIT), Kiel University, or Munich Technical University—and two abroad: Singapore National University Singapore and Polish Jagiellonian University Cracow. 10. Free University of Berlin The Free University of Berlin (Freie Universität Berlin) is one of the oldest universities in Germany. Founded in 1948, it has over 52,000 students and 8 faculties. The university offers degrees at all levels from bachelor’s to doctoral level and has more than 1,500 international students from more than 90 countries worldwide. The university’s faculty for computer science comprises 6 departments: information systems engineering; software engineering; computer science; media technology & media production; data science & machine learning; multimedia research & interaction design. It was ranked number 10 in Europe according to QS World University Rankings 2018 Computer Science/Information Systems Engineering field by Times Higher Education World University Rankings 2018 (by subject). Final Words If you’re looking for a university with a strong reputation, consider one of these universities. They all have good reputations and are well-regarded in their fields, so if you want to work in the industry after graduation, they will probably be able to connect you with opportunities. The universities mentioned on this list have excellent relationships with local companies (both domestic and international). They also offer many different programs and courses so there’s something for everyone who wants an education related directly or indirectly to computer science. These are just a few of the best computer science universities in Germany. If you’re interested in taking your studies to the next level, consider studying at one of these institutions! The post 10 Best Computer Science Universities in Germany 2026 appeared first on The Crazy Programmer.
7 Best Online Compilers 2026 – C, C++, Java, Python
An online IDE or compiler comes in quite useful especially when you are looking to compile and interpret programming code to & from different languages. There is a possibility that your computer might hang if you use a bunch of apps at one time, thus, for these scenarios, the online compiler is the best option. … 7 Best Online Compilers 2026 – C, C++, Java, Python Read More » The post 7 Best Online Compilers 2026 – C, C++, Java, Python appeared first on The Crazy Programmer.
An online IDE or compiler comes in quite useful especially when you are looking to compile and interpret programming code to & from different languages. There is a possibility that your computer might hang if you use a bunch of apps at one time, thus, for these scenarios, the online compiler is the best option. Suppose, you wish to run three programs that are written in C++, Java, and Python, rather than installing 3 compilers, you can use an online compiler that, in one single click. This post provides you with the best features of top online compilers available for compiling and executing your source code. Why Are IDEs Important? Just think of a situation, you make pizza for dinner. Though you know its recipe, you will require all the ingredients and tools or equipment that will put your idea into action. You can find all relevant ingredients and tools in your kitchen. So, it is your workplace. In the same way, though developers or programmers know to code, they will require a workplace with relevant tools. So, IDE will give the developers and programmers that workstation. For this reason, IDEs are quite important. Luckily, there are a lot of options you will find. The given are some best multipurpose IDE program that supports C, C++, JavaScript, Java, PHP, Python, and more. 7 Best Free Online Compilers 1. GeeksforGeeks <img loading="lazy" decoding="async" width="1024" height="552" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/08/GeeksforGeeks-IDE-min-1024x552.jpeg" alt="GeeksforGeeks IDE" class="wp-image-12857" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/GeeksforGeeks-IDE-min-1024x552.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/GeeksforGeeks-IDE-min-scaled-600x323.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/GeeksforGeeks-IDE-min-300x162.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/GeeksforGeeks-IDE-min-1536x828.jpeg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/GeeksforGeeks-IDE-min-2048x1104.jpeg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/GeeksforGeeks-IDE-min-150x81.jpeg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> GeeksforGeeks is a popular compiler online that allows users to compile the source code & execute it online. The platform supports over 60 programming languages. It is one popular platform online that serves as the compiler, interpreter, IDE, and editor. This allows the users to write, run, collaborate, share and execute Python code through your browser. GeeksforGeeks IDE runs the code with cloud servers & scalable architecture that helps to achieve amazing speed. This platform offers community-built tutorials, tools, code examples, cheat sheets, Q&A, and much more. Run code in a popular programming language like C++, Python, Java, Perl, Scala, and others. Shortcuts to save time. Download programming code to your systems. Works on mobile phones too. Stay anonymous and do not have to make an account. 2. Online GDB <img loading="lazy" decoding="async" width="1024" height="557" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/08/Online-GDB-min-1024x557.jpeg" alt="Online GDB" class="wp-image-12858" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Online-GDB-min-1024x557.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Online-GDB-min-scaled-600x326.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Online-GDB-min-300x163.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Online-GDB-min-1536x835.jpeg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Online-GDB-min-2048x1113.jpeg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Online-GDB-min-150x82.jpeg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> OnlineGBD offers an interesting and best user interface for compilation online. This compiler online offers you great features, such as auto-suggestion, colour coding, save source code, auto-close brackets, and debug code. Besides OnlineGBD being a popular choice for running C code, the number of functions it offers is very convincing to spare a try. It offers quick execution with various features like error detection, screen customization, project creation, and login with your account. An interactive terminal or text file is used to give input. Built-in code debugger and formatter. Interactive console & split view. Handy web application for coders who like online coding. Reliable network without unexpected crashes. 3. Replit <img loading="lazy" decoding="async" width="1024" height="557" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/08/Replit-min-1024x557.jpeg" alt="Replit" class="wp-image-12859" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Replit-min-1024x557.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Replit-min-scaled-600x327.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Replit-min-300x163.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Replit-min-1536x836.jpeg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Replit-min-2048x1115.jpeg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Replit-min-150x82.jpeg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> Learn and create programming code with Replit’s in-browser, and free collaborative IDE, which supports more than 50 languages without making you spend much time in the setups. You may start coding your language on any device, system, or platform you want to. Invite your colleagues, friends or teammates to edit any code in Google docs. You may also import the code to GitHub for collaborating with GitHub repositories. No matter whether you’re comfortable with Python, C++, CSS, and HTML, you can easily write code and edit on one single platform. Furthermore, when you have written the code, it goes live instantly. Suppose you wish to learn more about code, then Replit has over three million technologists, passionate programmers, and creatives. With real-time collaboration with teams, you will find your team to be more productive. In addition, you may create bots, applications, etc., with help of the plugins when coding. This tool helps you to develop your projects straight from your own browser. Run more than 60 different programming languages Offers collaboration with your colleagues and teammates easily. Supports GitHub integration, run, import, and collaborate on GitHub Repos with zero manual setups. Host & deploy your code with the whole world. Huge community support with more than 500,000 weekly developers and more than 3 million users. Creative and fast UI makes the coding experience better. 4. Jdoodle <img loading="lazy" decoding="async" width="1024" height="573" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/08/Jdoodle-min-1024x573.jpeg" alt="Jdoodle" class="wp-image-12860" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Jdoodle-min-1024x573.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Jdoodle-min-scaled-600x335.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Jdoodle-min-300x168.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Jdoodle-min-1536x859.jpeg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Jdoodle-min-2048x1145.jpeg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Jdoodle-min-150x84.jpeg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> Jdoodle compiler supports various languages with certain features like download code, colour coding, project creation, account login as well as error detection in a source code. Jdoodle is a basic compiler and produces the output in the same window, so you can log in to use advanced features. The compiler starts with the text area, where you may paste the code and click on a run icon. You can change its command line parameters as well as set stdin before you run a program. It supports over 68 languages and runs from your site or blog straight away. JDoodle saves your program and shares this as a URL with people you want. Embed your website or blog easily. Simple to use. Supports over 76 languages. JDoodle advance supports multiple files, custom libraries and file reads. Interactive mode. Interactive terminal online for MongoDB and MySQL. Power debugging to help you in fixing the code. Good for collaboration & peer programming. Execution history for finding previous codes. Save the code locally on your disks. Changeable theme and font to protect your eyes. 5. Ideone <img loading="lazy" decoding="async" width="1024" height="571" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/08/Ideone-min-1024x571.jpeg" alt="Ideone" class="wp-image-12861" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Ideone-min-1024x571.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Ideone-min-scaled-600x335.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Ideone-min-300x167.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Ideone-min-1536x857.jpeg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Ideone-min-2048x1142.jpeg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Ideone-min-150x84.jpeg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> Ideone offers the compiler online with the debugging tool. Certain features like login, download code and colour-coding also are easily available with this compiler. Ideone will execute over 60 programming languages, like Python, Java, and R. It’s simple to use the compiler online with some interesting standard IDE online. Ideone is a popular online compiler & debugging tool, which allows developers and programmers to run and compile code in over 40 programming languages. Source code download, syntax highlighting, and the possibility of making code private or public (available by you only) are some primary functions of Ideone. When running java code, it is important to keep proper track of the time that it takes for executing the code, error messages and memory usage. Supports various programming languages. Syntax highlighting Simple to load and fast platform for checking code. Compile in over 60 programming languages. Save codes in an organized way and share this through the provided link. Fully featured debugging software that makes debugging fun and easy. Offers functionality to make the code private, public, and secret. Embed code with automated javascript code. Enter notes with the code for a simple understanding of viewers. Very useful shortcuts for fast and easy operation. 6. Tutorialspoint <img loading="lazy" decoding="async" width="1024" height="557" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/08/Tutorialspoint-min-1024x557.jpeg" alt="Tutorialspoint" class="wp-image-12862" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Tutorialspoint-min-1024x557.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Tutorialspoint-min-scaled-600x326.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Tutorialspoint-min-300x163.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Tutorialspoint-min-1536x835.jpeg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Tutorialspoint-min-2048x1114.jpeg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/Tutorialspoint-min-150x82.jpeg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> Tutorialspoint is a highly reputed website among computer geeks. The site offers compilers online for various programming languages. Suppose you have got a stable internet connection, Tutorialspoint online compiler can execute the code within no time. The compiler provides several interesting features such as downloading source code, colour coding, and screen customizing. Its main feature lacks is auto-suggestion. Tutorialspoint has over 35 million visitors monthly on the website. It offers the best and most quick compilers online for executing source code. Some of the features like creating new files, colour coding, downloading your file, creating new projects, and projects, displaying errors in source code and customizing screen settings are the best. Save your files offline and online. Share code with others. Offer different themes than other compiler. Doesn’t offer debugging facility. 7. OneCompiler <img loading="lazy" decoding="async" width="1024" height="577" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/08/OneCompiler-1024x577.jpg" alt="OneCompiler" class="wp-image-12863" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/OneCompiler-1024x577.jpg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/OneCompiler-scaled-600x338.jpg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/OneCompiler-300x169.jpg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/OneCompiler-1536x865.jpg 1536w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/OneCompiler-2048x1153.jpg 2048w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/08/OneCompiler-150x84.jpg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> OneCompiler is a powerful and feature-rich Java compiler online that functions on the Java LTS version. You can fast build, run, as well as distribute the code free by using OneCompiler. When the user chooses Java as the programming language and starts coding, OneCompiler displays the sample boilerplate code. This has got dependency management functions for Gradle. Even though it might be slow for running the first time when you add dependencies, it can get faster with successive runs. Besides that, you can find many posts, tutorials, and coding challenges, which help you to learn when you use this. It has the useful syntax help area below an editor to address any common concepts quickly to help you understand them better. You can sign up, and you don’t need an account to use this compiler online. It is quite fast hence it feels as if it is running locally. Runs code on the strong cloud servers with a scalable architecture. Offers auto-code suggestions. Supports over 60+ languages. Conclusion The online compiler’s flexibility and ease of use allow any beginner to practice fast and learn to program quickly. Online-specific functions like having your code back up and collaborating with the link are a few important things that professionals can appreciate. Choosing the compiler online to run code has got its own benefits. You can choose one and start with the coding adventure. Happy Coding! The post 7 Best Online Compilers 2026 – C, C++, Java, Python appeared first on The Crazy Programmer.
Top 5 Python Frameworks You Must Know in 2026
According to the Statista study, Python was the most used programming language in the whole world. Almost half of the responders admit its popularity keeps growing. So it’s no surprise that developers want to improve their skills and complete Python projects successfully. As a hard-working programmer, you want to do your job like a pro. … Top 5 Python Frameworks You Must Know in 2026 Read More » The post Top 5 Python Frameworks You Must Know in 2026 appeared first on The Crazy Programmer.
According to the Statista study, Python was the most used programming language in the whole world. Almost half of the responders admit its popularity keeps growing. So it’s no surprise that developers want to improve their skills and complete Python projects successfully. As a hard-working programmer, you want to do your job like a pro. It means completing projects fast and avoiding common mistakes. If you desire to reach such a goal and enhance your performance then you need to take into account top Python web frameworks. Thanks to such a collection of modules, professional property management software development can automate the execution of certain tasks. As a result, they get an opportunity to clear their schedule from routine actions and focus on truly important tasks. Popular Python Frameworks to Use <img loading="lazy" decoding="async" width="1024" height="684" src="http://thecrazyprogrammer.com/wp-content/uploads/2022/06/Top-5-Python-Frameworks-You-Must-Know-in-2022-min.jpeg" alt="Top 5 Python Frameworks You Must Know in 2022" class="wp-image-12531" srcset="https://www.thecrazyprogrammer.com/wp-content/uploads/2022/06/Top-5-Python-Frameworks-You-Must-Know-in-2022-min.jpeg 1024w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/06/Top-5-Python-Frameworks-You-Must-Know-in-2022-min-600x401.jpeg 600w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/06/Top-5-Python-Frameworks-You-Must-Know-in-2022-min-300x200.jpeg 300w, https://www.thecrazyprogrammer.com/wp-content/uploads/2022/06/Top-5-Python-Frameworks-You-Must-Know-in-2022-min-150x100.jpeg 150w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /> In short, a framework is a collection of packages to use during the app developing process. Every framework contains several Python web library options. Wise programmers understand the importance of such tools and try to extend their skills by learning more frameworks. Such an approach helps them to make workflow simpler and more efficient. As you can see, frameworks are extremely useful in the Python programming language. On the one hand, a developer gets an opportunity to simplify the working process. Python frameworks are much more beneficial compared to libraries as well. On the other hand, such an approach excluded an issue when another developer can’t work with an app made by another developer. If a programmer knows the exact framework then he is able to continue the work that was started by someone else. Overall, there are many types of frameworks you may be interested in. Here are 3 major categories for developers: full-stack framework. Such tools are quite complex but allow using comprehensive solutions in programming; micro framework Python. These options are much easier in usage so a developer gets simpler features; Python asyncio web framework. By using this tool an expert will be able to launch concurrent connections in large quantities. So by developing your skills and knowledge in this field, you level up your perspectives with this programming language. So let’s mention and explain several top Python frameworks that are essential for decent developers. Django Django belongs to full-stack frameworks and is known as a highly demanded tool among Python developers. It is based on the idea of not repeating the same things, so-called a “DRY” position (Don’t repeat yourself). Using Django, a programmer has access to Oracle, SQLite, MySQL, and other libraries. Thanks to this, you can change databases during your work. The huge popularity of this framework is caused by its particularities. For instance, the key benefit is a strong focus on security. Django is known as the most reliable and secure solution among many Python frameworks. In addition, it follows an architecture called MVC-MVT, which has authentication support, URL routing, and other important features. Flask Flask is a very lightweight and adaptive framework. It belongs to the category of micro frameworks so isn’t as functional and featured as Django. But programmers often use it because in this case, they are capable of developing decent software basics without facing common issues. After this, you can use extensions and improve your app. Flask is a very demanding Python API framework because of its significant features. It is Unicode-based and has an opportunity to plug in any object-relational mapping. Developers highly anticipate the in-built server and debugger, unit testing, cookies support, and so on. Bottle This is another Python framework that belongs to the micro category. It is a perfect choice for prototyping because Bottle has got more than 73 updates in the past years. Programmers can find support and discuss issues at the Bottle community and specific forums. The very important particularity of Bottle you must mention is its limits. You can use it to develop a Python based web application with a shortcode. It means your code can contain up to 500 lines and no more. Also, this is a great tool for software that isn’t required to have many features. Tornado This is one of the most popular asynchronous frameworks. Its specialization is to help developers focus on speed and huge traffic. It makes this Python framework highly anticipated for developing applications for big audiences. Experts say that software developed with Tornado can handle approximately 10 thousand connections. Among the most important features of Tornado are real-time servers, an ability to process huge amounts of concurrent connections, non-blocking HTTP client, featured options, etc. Nowadays this framework is as popular as Django and Flask. It is more complicated but allows you to achieve better app performance. CherryPy CherryPy is quite an old, open-source, minimalistic framework. No one can call it the fastest Python web framework but it is still popular among programmers. What is more important – it can work with different extensions and includes opportunities for using them. By having its own server, CherryPy becomes more featured in the end. For instance, it’s great that you can create an application compatible with any operating system. CherryPy software supports Linux, Windows, macOS, etc. At the same time, experts say that this tool may be improved and be easier to use. Final Thoughts Actually, the number of decent and useful Python frameworks is much bigger. There are many other options to try to improve your work and final results. The listed above examples are very popular and well-known among most developers. Experts say that beginners in Python should pay extra attention to Django and Flask. Both tools are simple and bring programmers useful benefits. Step by step, you can master more tools in programming and level up your professionalism. While you are growing as an expert in programming, you will learn more frameworks to create better Python web apps. Anyway, there are many other tools beyond this list you need to know. Just begin to improve your skills and keep evolving your profession in the future! The post Top 5 Python Frameworks You Must Know in 2026 appeared first on The Crazy Programmer.