Introduction
Open Software has radically changed the digital ecosystem since its inception. The beginning of Linux as an Open Source, free to use OS served as a launchpad to this disruption. The modern-day scenario of Computer Science includes multi-billion dollar conglomerates, as well as a parallel stream of innovation powered by the community.
Top Machine Learning and AI Courses Online
This bustling superhighway where members come together to support each other and create new apps, tools, and Software has become an unavoidable part of Computer Engineering.
1. Open Source Projects and GitHub
Open Source projects are where developers collaborate with each other and the community as a whole to reach their end goal. The largest of platforms that provide the space for such projects is GitHub.
With hundreds of thousands of projects and millions of devs belonging to all tiers of expertise, it is the most innovative community on the internet. Many people realize their dream projects and propel their own careers based on GitHub.
Trending Machine Learning Skills
There are numerous projects on GitHub, with devs working on many at the same time. These open-source projects are the lifeblood of the internet, and some are bigger than others. With huge companies, individual devs, and small collaborations fuelling this ecosystem, here are some of the biggest draws in the pool.
2. freeCodeCamp
freeCodeCamp is arguably the biggest repository on GitHub, and it’s easy to see why. In a platform where newcomers arrive to learn the ways of the code, it offers them away, for free. As the name indicates, freeCodeCamp is a friendly, safe environment for coding enthusiasts to learn the craft.
You can build your own projects, learn to code, and earn certificates for your trouble. HTML5 & CSS, Bootstrap, Express.js, Git, React, and Automated Testing and Debugging are some of the few options available to you on this platform.
Since its inception, the page has amassed a whopping 317000 stars on GitHub and is one of the best communities on the website. This donor-supported nonprofit organization allows aspiring coders to realize their dreams and evolve into future contributors for GitHub as a whole. This community is the best representation of the spirit of open-source Software—a place where all can learn for free.
Learn best artificial intelligence course from the World’s top Universities. Earn Masters, Executive PGP, or Advanced Certificate Programs to fast-track your career.
3. VS Code
Visual Studios Code or VS Code is one of the most popular code editors out there. Released by Microsoft, it is intended to be a simplified all-purpose code editor. It aims to provide devs with a single solution for all their coding needs, including editing and debugging the program.
It provides comprehensive code editing, navigation, support features, and an extensibility model with some light integration and debugging capabilities. VS basic runs on Windows, Linux, and macOS.
VS Code is a tremendously popular open-source repository on GitHub, with over 107,000 stars and 19,000 contributors. This repository is hosted to work on the code and as a publishing platform for their Roadmap and their monthly iteration plans. They are updated monthly with bug fixes, added features, and performance enhancements.
4. Azure Docs
Another initiative by Microsoft, Azure, is their Cloud Computing service for building, testing, deploying, and hosting applications. It comes with a wide variety of top of the line features essential for cloud computing services, including data analytics, DevOps, and many others. Developers can use Azure to deploy and manage infrastructure, handle data, and launch their products.
The GitHub repository of Microsoft Azure is dedicated to its open-source documentation. The page invites devs to contribute to the project as feedback, report of issues, and other helpful ways. The page has over 7000 contributors and is one of the most active repositories on the platform.
5. Flutter
Flutter is a software development kit (SDK) by Google and is one of the fastest-growing open source communities on GitHub. It allows apps to be developed from a single codebase using a user interface toolkit. The apps created by Flutter are compatible with web, PC, and mobile platforms and are reported to create aesthetic and efficient end-user experiences.
Flutter is powered by Skia and the hardware-accelerated 2D graphics library under Android and Chrome. It also utilizes a layered architecture for building, which allows devs to seamlessly add text, graphics, video, and animated content as overlays without affecting the source code. It is compatible with witbiOS and Android, offering much-needed flexibility to the developer.
The Flutter Github page has over 100,000 stars and is immensely popular among users and contributors alike. The open-source projects on the repository offer a wide range of challenges in the area of expertise and difficulty level. This versatile page is rightfully one of the most popular communities on GitHub.
6. First Contributors
As the name indicates, this is an immensely popular page for first-time contributors on GitHub. It is essentially a tutorial or a walkthrough of a real GitHub experience. The page allows you to find your way around a GitHub repository, all the way to make a first-time contribution to a project.
It is a hassle-free way of figuring out the controls before jumping behind the wheel of GitHub. The page, after the tutorial, also redirects you to a list of beginner-friendly repositories you can check out and possibly contribute to as a fledgling developer.
7. TensorFlow
TensorFlow is a popular open-source Machine Learning platform. It contains a multitude of useful libraries, tools, and community resources aimed at availing ML capabilities to devs looking to implement them in their projects. Devs can easily build and deploy top-notch ML models as part of their application and also use them on their devices, on the cloud, or from a mobile platform.
Originally developed by experts working in the Google Brain team, the system is compatible with many different domains and across all major operating systems. The GitHub page has over 150,000 stars and thousands of active contributors. Due to its flexibility and popularity, it is one of the biggest repositories on GitHub, used by devs worldwide on their projects.
9. React-Native
React-Native is a JS framework that is used in many social media platforms, including Facebook, Twitter, Pinterest, and so on. This framework allows the user to build Native apps using Javascript. It brings React’s declarative User Interface build to mobile platforms as well, allowing the dev to use these Native UI controls to gain full access to the platforms.
React-Native has a buzzing Github community with numerous contributors and over 90000 stars. The platform offers declarative views that allow codes to be read, understood, and modified easier.
It also makes it easier to build component-based complex UIs, and allow any local changes to reflect quickly on the project. Many developers use the GitHub community to interact, collab, and contribute to the program, making it a popular choice for JS coders.
10. Kubernetes(K8s)
Developed by Google, Kubernetes is a platform that allows users to manage containerized apps across platforms. It has automated systems for assisting with the development, scaling, and management of apps, and they offer top of the line services.
K8s is based on the same principles that govern the Global network that allows Google to run its containerized apps and has proven to be reliable in its own right. It is hosted by Cloud Native Computing Foundation(CNCF), which is a global leader in container-packaged and dynamically scheduled services.
The Github page of Kubernetes boasts over 70000 stars has thousands of active contributors in the community. It is a popular repository for devs looking to work in the lucrative sector, as well as professionals.
FYI: Free nlp course!
11. DefinitelyTyped
DefinitelyTyped is a library of high-quality TypeScript type definitions maintained on Github. In this open-source repository, devs can share and maintain TypeScript type definitions for JS libraries. It primarily serves as a translator for JS devs to work with TypeScript. Using DefinitelyTyped and its declaration statements, they can find TypeScript equivalents for existing JS libraries.
Devs can contribute to the repository by adding definitions, testing, making pull requests, and so on. This is an extremely popular page, with thousands of contributors and many times more users, as it directly assists devs with their work.
12. Ansible
Initiated by RedHat, Ansible is an automation platform that helps devs with configuring systems, deploying Software, managing networks, and schedule activities such as zero downtime rolling updates, continuous deployments, and other advanced IT tasks. Since it was inception in 2016, Ansible has consistently been one of the biggest pages on GitHub.
The simple setup with a small learning curve, along with ease of use and flexibility, has attracted many devs towards Ansible. It has over 5000 contributors on GitHub and continues to grow popular as one of the easiest options available.
Popular AI and ML Blogs & Free Courses
Conclusion
I hope you have learned about open source repositories on github.
If you are curious to master Machine learning and AI, boost your career with an Advanced Course on Machine Learning and AI with IIIT-B & Liverpool John Moores University.