Learning programming languages and codings have become popular this decade due to its significance worldwide wide in getting jobs. A GitHub repository is a box of treasures for developers who want to learn new concepts, enhance skills, or work on open-source projects. Let's check some of the repositories that offer the best resources and guidance for mastering fields like web development, machine learning, system design, etc.
FreeCodeCamp is one of the best GitHub repositories for web development for free. FreeCodeCamp provides a step-by-step tutorial on learning web development and applications. It starts with HTML, CSS, and JavaScript and then moves to advanced courses like React and Node.js. Also, it includes more than 9000 tutorials and 11 core certifications for the courses. Since 2014, more than 40,000 freeCodeCamp.org graduates have gotten jobs at tech companies including Apple, Microsoft, Spotify, Facebook, Google, etc.
Free Program Books is run by the EbookFoundation is the GitHub repository offering free programming books. It provides a comprehensive list of free learning resources in various languages like Python, Java, JavaScript, Ruby, C++, and more. This is also one of the top repositories with more than 300k stars and 60k forks.
Coding Interview University is a well-known GitHub repository offering guidance to help people prepare for coding interviews for top-notch giant companies like Google, Microsoft, Facebook, and Amazon. It was created by Jwasham and it is made for ones having the focus on essential topics like data structures, algorithms, systems designs, programming fundamentals, etc. The study plan contains a variety of topics and links to books, websites, and platforms such as Leetcode and HackerRank for solving problems.
A Developer Roadmap created by Karan Ahmed is one of the most popular and open-source repositories on GitHub that guides users by providing a clear path from beginner to advanced levels. It helps the user to know what to study or in what order to learn if they are aiming for frontend, backend, or full-stack development.
TensorFlow is an open and end-to-end machine learning library created by Google and provides tools and resources for developing machine learning models. Its GitHub repository has the source code, tutorials, and model examples from basic to deep learning systems. TensorFlow is one of the most widely used tools with over 172,000 stars and 87,900 forks and a go-to library for anyone wanting to master themselves in machine learning or AI.
Public APIs is a GitHub repository offering a list of frequently updated collections of public APIs for purposes like weather, data analysis, games, etc. It is also one of the best GitHub repositories for beginners as it has easy access to APIs without the requirement of any complex setup or paid subscription. It is also great for building small projects and learning API Integration. There are over 1400 APIs available which are divided into 50 categories including animal, finance, photography, etc.
The Algorithms is a GitHub repository that has algorithms implemented in various programming languages such as Python, Java, C++, etc. It is a good resource for someone who wants to learn coding of how the algorithms work. The code is also straightforward making it easier to know the logic implemented behind algorithms and comes in multiple programming languages for accessibility for developers who have different skill sets.
The Bootstrap GitHub repository offers guidance starting from installation and also contains additional links to other useful sites. It is one of the popular front-end frameworks that is used to build responsive and mobile-first websites. It has a collection of pre-designed components like buttons, forms, and navigation bars for focusing on building app development from scratch. It is a good web design framework for web developers with more than 167k stars and more than 78k forks on the GitHub account.
Donnemartin/system-design-primer is a GitHub repository that was created by Donne Martin for proper guidance to help developers for system design interviews at top companies. It has regular updates and the community involvement always ensures the repository’s relevance and reliability over time. This repository with over 200k stars and 43k forks has a proper learning resource to understand and build scalable systems.
The EddieHubCommunity is a very welcoming open-source community on GitHub for helping developers, especially the beginners to learn, collaborate and give contributions to the open source projects. It focuses on creating opportunities for beginners to make their first contribution and build technical skills.
These repositories at GiHub are important for both beginners and professionals for learning coding and programming languages. By going through these repositories, they can gain practical knowledge, work on open-source projects improve their skills and contribute to the open-source community.