Getting started · GitHub stars

1freeCodeCamp / freeCodeCampAn educational project containing coding curricula and learning-platform code.TypeScriptBSD-3-Clause · Permissive458,445

2krahets / hello-algoA data structures and algorithms tutorial with animated explanations and multilingual code.SwiftLicense not declared131,976

3microsoft / generative-ai-for-beginners21 Lessons, Get Started Building with Generative AIJupyter NotebookMIT · Permissive123,053

4microsoft / Web-Dev-For-BeginnersMicrosoft's introductory web development curriculum with 24 lessons.JavaScriptMIT · Permissive97,067

5microsoft / ML-For-BeginnersMicrosoft's introductory curriculum on classical machine learning.Jupyter NotebookMIT · Permissive91,953

6datawhalechina / hello-agentsA tutorial on agent fundamentals and implementation.PythonLicense not declared86,229

7Developer-Y / cs-video-coursesA directory of computer science courses with video lectures.License not declared84,603

8dair-ai / Prompt-Engineering-Guide🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.MDXMIT · Permissive79,858

9microsoft / ai-agents-for-beginnersIntroduce agent application concepts through lessons and examples.Jupyter NotebookMIT · Permissive79,023

10Asabeneh / 30-Days-Of-PythonA structured collection of Python lessons and exercises.PythonLicense not declared78,244

11rohitg00 / ai-engineering-from-scratchLearn AI Engineering! Learn it. Build it. Ship it for others.PythonMIT · Permissive76,376

12microsoft / AI-For-Beginners12 Weeks, 24 Lessons, AI for All!Jupyter NotebookMIT · Permissive70,603

13byoungd / upA bilingual guide covering AI literacy, learning, and personal development.JavaScriptLicense not declared69,928

14labmlai / annotated_deep_learning_paper_implementations🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠PythonMIT · Permissive67,712

15TheAlgorithms / JavaA collection of algorithms implemented in Java.JavaMIT · Permissive66,738

16leonardomso / 33-js-conceptsLearning resources covering 33 core JavaScript concepts.JavaScriptMIT · Permissive66,529

17kdn251 / interviewsTechnical interview preparation materials focused on algorithms and coding problems.JavaMIT · Permissive65,538

18Lordog / dive-into-llms"Hands-on Learning Large Model Dive into LLMs" series of practical programming tutorialsJupyter NotebookLicense not declared59,425

19scutan90 / DeepLearning-500-questions500 Questions on Deep Learning explains common hot topics such as probability knowledge, linear algebra, machine learning, deep learning, and computer vision in the form of questions and answers to help yourself and readers in need. The book is divided into 18 chapters and has more than 500,000 words. Due to the limited level, readers are kindly requested to criticize and correct any inadequacies in the book. To be continued... If you are interested in cooperation, please contact [email protected]. All rights reserved. Violation of rights will be prosecuted. Tan 2018.06JavaScriptGPL-3.0 · Share derivative source57,715

20azl397985856 / leetcodeA collection of LeetCode solutions documenting a problem-solving journey.JavaScriptLicense not declared55,715