20 Github Repos That Teach More Than Any Course Medium
We’ve all been there, lost in the endless maze of GitHub repositories, wondering which ones are actually worth our time. With millions of projects competing for attention, the truly valuable resources often get buried beneath trending repos and flashy frameworks. Thanks for reading Made in Code! Subscribe for free to receive new posts and support my work. Today, I want to share 10 exceptional GitHub repositories that deserve a spot in your bookmarks. These aren’t just popular picks; they’re carefully curated resources that can genuinely accelerate your growth as a developer, whether you’re just starting or have years of experience under your belt.
1. Web Dev For Beginners by Microsoft ⭐️ 92.4k Microsoft’s Cloud Advocates have created something special here: a complete 12-week course covering HTML, CSS, and JavaScript fundamentals. What sets this apart? Each of the 24 lessons includes pre- and post-lesson quizzes, assignments, and solutions. It’s project-based learning done right, giving you practical skills you can apply immediately rather than just theoretical knowledge.
In the fast-paced world of software development, staying updated with the latest tools, resources, and best practices is crucial. GitHub is a treasure trove of knowledge, hosting countless open-source projects that can accelerate your learning, enhance your skills, and even inspire your next big idea. But with millions of repositories, how do you find the ones that truly matter? Fear not! I've scoured GitHub to bring you an updated list of the top 15 repositories, ranked by their current star counts. These aren't just popular projects; they are vibrant communities, comprehensive learning paths, and essential resources that every developer should have on their radar.
Whether you're a seasoned pro or just starting your coding journey, these repos offer immense value. Let's dive into the ultimate list that will undoubtedly level up your development game! Here are the repositories that are currently dominating GitHub, providing invaluable resources to developers worldwide: Awesome - 375k ⭐ Description: A curated list of awesome lists about all kinds of interesting topics. This is your gateway to discovering high-quality resources across various domains, from programming languages to obscure hobbies. Repo: https://github.com/sindresorhus/awesome
10 GitHub repos that teach you everything about AI Agents. 1. Hands‑On Large Language Models A full notebook collection that walks you from LLM basics through advanced fine‑tuning and deployment. 🔗 https://lnkd.in/gpvPemeG 2. AI Agents for Beginners An eleven‑part, no‑cost starter course that guides you in building your very first autonomous agent. 🔗 https://lnkd.in/gVm5gmv7 3.
GenAI Agents Progressive tutorials, from beginner to advanced, for constructing AI agents. 🔗 https://lnkd.in/gaiZgzpA 4. Made with ML Practical lessons on designing, shipping, and refining production‑grade ML (and agent) systems. 🔗 https://lnkd.in/gn2RhT_m 5. Prompt Engineering Guide A curated trove of papers, walkthroughs, and tips for writing prompts that actually deliver. 🔗 https://lnkd.in/gDt3Sknr 6.
Hands‑On AI Engineering Real‑world code samples showcasing LLM‑powered apps and agent workflows. 🔗 https://lnkd.in/gDM7VWcu 7. Awesome Generative AI A hand‑picked directory of research, tools, and learning material for all things GenAI. 🔗 https://lnkd.in/gsTk5nXx 8. Designing Machine Learning Systems Concise notes and resources distilled from the popular book, focused on robust ML architectures. 🔗 https://lnkd.in/g26KNXfb 9.
Machine Learning for Beginners (Microsoft) Microsoft’s beginner‑friendly series covering ML fundamentals with hands‑on exercises. 🔗 https://lnkd.in/gGithBVP 10. LLM Course A project‑based curriculum with roadmaps and notebooks for building and shipping LLM apps. 🔗 https://lnkd.in/gUPJmWNM 🎁 BONUS: 11. Best community to go from AI beginner to building and selling real AI Agents in just 90 days: 🔗 https://lnkd.in/dxnczhDb ♻️ Repost to help your network. And follow Giovanni Beggiato for more.
Great list! Starting with hands-on projects is the best way to really get AI. What’s fascinating is how open-source has quietly become the new university for AI. The pace of learning now depends less on access and more on curiosity. Invaluable resources, Giovanni! So good this clarity in one place.
Love how this curates both foundational and advanced paths. True learning comes from pairing structured resources with hands on experimentation, Giovanni.
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We’ve All Been There, Lost In The Endless Maze Of
We’ve all been there, lost in the endless maze of GitHub repositories, wondering which ones are actually worth our time. With millions of projects competing for attention, the truly valuable resources often get buried beneath trending repos and flashy frameworks. Thanks for reading Made in Code! Subscribe for free to receive new posts and support my work. Today, I want to share 10 exceptional GitH...
1. Web Dev For Beginners By Microsoft ⭐️ 92.4k Microsoft’s
1. Web Dev For Beginners by Microsoft ⭐️ 92.4k Microsoft’s Cloud Advocates have created something special here: a complete 12-week course covering HTML, CSS, and JavaScript fundamentals. What sets this apart? Each of the 24 lessons includes pre- and post-lesson quizzes, assignments, and solutions. It’s project-based learning done right, giving you practical skills you can apply immediately rather ...
In The Fast-paced World Of Software Development, Staying Updated With
In the fast-paced world of software development, staying updated with the latest tools, resources, and best practices is crucial. GitHub is a treasure trove of knowledge, hosting countless open-source projects that can accelerate your learning, enhance your skills, and even inspire your next big idea. But with millions of repositories, how do you find the ones that truly matter? Fear not! I've sco...
Whether You're A Seasoned Pro Or Just Starting Your Coding
Whether you're a seasoned pro or just starting your coding journey, these repos offer immense value. Let's dive into the ultimate list that will undoubtedly level up your development game! Here are the repositories that are currently dominating GitHub, providing invaluable resources to developers worldwide: Awesome - 375k ⭐ Description: A curated list of awesome lists about all kinds of interestin...
10 GitHub Repos That Teach You Everything About AI Agents.
10 GitHub repos that teach you everything about AI Agents. 1. Hands‑On Large Language Models A full notebook collection that walks you from LLM basics through advanced fine‑tuning and deployment. 🔗 https://lnkd.in/gpvPemeG 2. AI Agents for Beginners An eleven‑part, no‑cost starter course that guides you in building your very first autonomous agent. 🔗 https://lnkd.in/gVm5gmv7 3.
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