Topics / #course

Course projects on GitHub

Structured educational courses and guided learning curricula

As of , the most-starred Course projects on GitHub are Python-100-Days (187.2K stars), generative-ai-for-beginners (121.5K stars) and Web-Dev-For-Beginners (97K stars). GitHub.Locker tracks 150 Course repositories with 3.7M stars combined. The fastest-growing on October 16 was ai-engineering-from-scratch, with +512 stars in a day.

150Projects
3.7MStars in total
+2KStars in a day
Browse in the catalog →github.com/topics/course ↗

Hot right now

Most stars gained in a day · Oct 16

+512

ai-engineering-from-scratch

rohitg00/ai-engineering-from-scratch · ★ 70.5K

A free, open-source AI engineering curriculum with 523 lessons across 20 phases (about 342 hours), teaching you to build AI systems from raw math up to autonomous agent swarms, in Python, TypeScript, Rust, and Julia.

+115

learn-harness-engineering

walkinglabs/learn-harness-engineering · ★ 20K

A free, project-based course on harness engineering: building the environment, state management, verification and control that make AI coding agents complete real repo work reliably. It has lectures, hands-on projects and a template library, translated into 15 languages.

+90

hello-agents

datawhalechina/hello-agents · ★ 83.4K

Hello-Agents is Datawhale's free, open-source tutorial on building AI agent systems from scratch — theory and hands-on practice in equal measure, taking you from LLM user to agent builder.

+87

30-Days-Of-Python

Asabeneh/30-Days-Of-Python · ★ 76.4K

A free 30-day structured curriculum for learning Python from scratch, covering everything from basic syntax to building web APIs and working with databases.

The all-time top

Top 100 of 150 · by stars

  1. #1 · jackfrued/Python-100-Days

    Python-100-Days

    A free, day-by-day Python curriculum by Luo Hao (骆昊) that takes a complete beginner through 100 days of lessons covering core language fundamentals, file and database handling, web development with Django, web scraping, data analysis, and machine learning.

    187.2K
  2. #2 · microsoft/generative-ai-for-beginners

    generative-ai-for-beginners

    A 21-lesson course by Microsoft Cloud Advocates that teaches the fundamentals of building Generative AI applications, covering concepts like prompt engineering, chat apps, RAG, fine-tuning, and AI agents.

    121.5K
  3. #3 · microsoft/Web-Dev-For-Beginners

    Web-Dev-For-Beginners

    A free 12-week, 24-lesson curriculum from Microsoft Cloud Advocates that teaches web development fundamentals (HTML, CSS, JavaScript) through hands-on projects like a terrarium, a browser extension, a typing game and a space game.

    97K
  1. 4

    ML-For-Beginners

    91.5Kmicrosoft/ML-For-Beginners · Jupyter Notebook

    A free 12-week, 26-lesson curriculum from Microsoft that teaches classic machine learning (not deep learning) using Scikit-learn, with each lesson tied to real-world data from different world cultures.

  2. 5

    cs-video-courses

    83.7KDeveloper-Y/cs-video-courses

    A curated list of university-level Computer Science courses that have publicly available video lectures, covering topics from intro programming to machine learning, security, robotics, and more.

  3. 6

    llm-course

    83.7Kmlabonne/llm-course

    A free, open-source course for getting into Large Language Models (LLMs), combining theory roadmaps with hands-on Colab notebooks covering everything from math fundamentals to fine-tuning and deployment.

  4. 7

    hello-agents

    83.4Kdatawhalechina/hello-agents · Python

    Hello-Agents is Datawhale's free, open-source tutorial on building AI agent systems from scratch — theory and hands-on practice in equal measure, taking you from LLM user to agent builder.

  5. 8

    d2l-zh

    81.8Kd2l-ai/d2l-zh · Python

    This is a free, open-source deep learning textbook (Dive into Deep Learning / D2L) written in Chinese, teaching math, concepts, and implementation together through runnable code; it's used as course material by over 500 universities in more than 70 countries.

  6. 9

    learn-claude-code

    78.7KshareAI-lab/learn-claude-code · Python

    It is an educational repository that teaches how to build an 'agent harness' (the operational environment around an LLM) from scratch, using Claude Code as the reference implementation, across 17 progressive Python lessons.

  7. 10

    ai-agents-for-beginners

    77.3Kmicrosoft/ai-agents-for-beginners · Jupyter Notebook

    A free Microsoft course of 18 lessons that teaches the fundamentals of building AI agents, from basic concepts to design patterns, multi-agent systems, and production deployment.

  8. 11

    30-Days-Of-Python

    76.4KAsabeneh/30-Days-Of-Python · Python

    A free 30-day structured curriculum for learning Python from scratch, covering everything from basic syntax to building web APIs and working with databases.

  9. 12

    ai-engineering-from-scratch

    70.5Krohitg00/ai-engineering-from-scratch · Python

    A free, open-source AI engineering curriculum with 523 lessons across 20 phases (about 342 hours), teaching you to build AI systems from raw math up to autonomous agent swarms, in Python, TypeScript, Rust, and Julia.

  10. 13

    AI-For-Beginners

    69.9Kmicrosoft/AI-For-Beginners · Jupyter Notebook

    A free 12-week, 24-lesson curriculum from Microsoft that teaches Artificial Intelligence fundamentals through practical lessons, quizzes, and labs.

  11. 14

    dive-into-llms

    56.8KLordog/dive-into-llms · Jupyter Notebook

    It's a free Chinese-language tutorial series called 'Dive into LLMs' (《动手学大模型》) that teaches large language model concepts through hands-on coding exercises, built from Shanghai Jiao Tong University's NLP and AI-security course materials.

  12. 15

    Made-With-ML

    49.8KGokuMohandas/Made-With-ML · Jupyter Notebook

    Made-With-ML is a free hands-on course that teaches how to design, develop, deploy, and iterate on production-grade machine learning applications, combining ML with software engineering best practices.

  13. 16

    30-Days-Of-JavaScript

    46.9KAsabeneh/30-Days-Of-JavaScript · JavaScript

    A free, self-paced 30-day curriculum that takes you from JavaScript basics (data types, loops, functions) through DOM manipulation and ends with several mini projects.

  14. 17

    data-engineering-zoomcamp

    46.2KDataTalksClub/data-engineering-zoomcamp · Jupyter Notebook

    This is 'Data Engineering Zoomcamp', a free 9-week course that teaches the fundamentals of data engineering by building an end-to-end data pipeline from scratch.

  15. 18

    TensorFlow-Examples

    43.7Kaymericdamien/TensorFlow-Examples · Jupyter Notebook

    A hands-on tutorial collection that teaches TensorFlow through runnable examples, from a hello world notebook up to deep neural networks and GANs.

  16. 19

    CPlusPlusThings

    43.5KLight-City/CPlusPlusThings · C++

    A Chinese-language repository (also partly in English) that walks C++ learners from basics to advanced topics: core language features, C++11/14/17/20, STL internals, design patterns, and concurrency, all backed by runnable code examples.

  17. 20

    50projects50days

    40.7Kbradtraversy/50projects50days · CSS

    A collection of 51 small web projects built with HTML, CSS and vanilla JavaScript, each demonstrating a specific UI widget or effect like sliders, counters, and navigation animations.

  18. 21

    prompt-eng-interactive-tutorial

    38.6Kanthropics/prompt-eng-interactive-tutorial · Jupyter Notebook

    This is Anthropic's official interactive tutorial for learning prompt engineering with Claude, teaching how to write effective prompts through lessons and hands-on exercises.

  19. 22

    Coursera-ML-AndrewNg-Notes

    38Kfengdu78/Coursera-ML-AndrewNg-Notes · HTML

    This is Huang Haiguang's personal Chinese-language notes on Andrew Ng's 2014 Stanford/Coursera Machine Learning course, covering every lecture, the slides, and exercise code.

  20. 23

    REKCARC-TSC-UHT

    37.9KPKUanonym/REKCARC-TSC-UHT · HTML

    A crowd-sourced guide to courses in Tsinghua University's Department of Computer Science and Technology, with course-selection tips, exam strategies, and recommended reading for each class.

  21. 24

    freecodecamp.cn

    37.8KFreeCodeCampChina/freecodecamp.cn · CSS

    This is the Chinese localization of freeCodeCamp - the full source code and curriculum that powers freeCodeCamp.cn, a free browser-based platform for learning full-stack JavaScript development by building real projects.

  22. 25

    Hello-Python

    37.8Kmouredev/Hello-Python · Python

    This is a free, Spanish-language video course that teaches the Python programming language from scratch, aimed at complete beginners.

  23. 26

    Data-Science-For-Beginners

    37.6Kmicrosoft/Data-Science-For-Beginners · Jupyter Notebook

    A free 10-week, 20-lesson data science curriculum from Microsoft's Azure Cloud Advocates, built to take complete beginners from core concepts all the way to real-world projects.

  24. 27

    LLM101n

    37.5Kkarpathy/LLM101n

    LLM101n is a planned course by Andrej Karpathy that walks through building a 'Storyteller' AI language model end-to-end, from basics all the way to a ChatGPT-like web app, implemented from scratch in Python, C and CUDA.

  25. 28

    libpku

    34.1Klib-pku/libpku · TeX

    A community-curated collection of course materials for Peking University: past exams, slides, notes and course advice, organized by course and free to download. The title literally means 'an unofficial collection of course materials for your school'.

  26. 29

    agents-course

    33.7Khuggingface/agents-course · MDX

    The official Hugging Face Agents Course: a free, hands-on curriculum that teaches how to build AI agents, progressing from the basics to agent frameworks and a certified final project.

  27. 30

    comprehensive-rust

    33.4Kgoogle/comprehensive-rust · Rust

    Comprehensive Rust is a multi-day Rust course developed by the Android team at Google, covering Rust from basic syntax to generics and error handling.

  28. 31

    self-llm

    32.5Kdatawhalechina/self-llm · Jupyter Notebook

    Self-llm is a Chinese-language tutorial collection that teaches beginners how to configure environments, deploy, and fine-tune (full-parameter or LoRA) 50+ open-source large language models and multimodal models on Linux.

  29. 32

    rust-course

    31Ksunface/rust-course · Rust

    This is '《Rust语言圣经》' (The Rust Language Bible), a free, open Chinese-language Rust programming tutorial/book with over 170 chapters and 1.1 million+ words covering everything from beginner basics to advanced topics.

  30. 33

    os-tutorial

    30.8Kcfenollosa/os-tutorial · C

    A step-by-step tutorial that walks you through building a small operating system from scratch, starting at the boot sector and moving up to a basic kernel.

  31. 34

    awesome-datascience

    30.2Kacademic/awesome-datascience

    An open-source, community-maintained Data Science repository — essentially a giant curated list of resources (courses, tutorials, algorithms, tools, books, datasets, communities) for learning and applying data science to real-world problems. Around 30k stars, around since 2014.

  32. 35

    handson-ml2

    29.9Kageron/handson-ml2 · Jupyter Notebook

    This is a collection of Jupyter notebooks with the example code and exercise solutions for the second edition of the O'Reilly book 'Hands-On Machine Learning with Scikit-Learn, Keras and TensorFlow'.

  33. 36

    RAG_Techniques

    29.9KNirDiamant/RAG_Techniques · Jupyter Notebook

    A community-driven hub of advanced techniques for Retrieval-Augmented Generation (RAG) — grounding LLM answers in retrieved documents, distilled into runnable notebook tutorials.

  34. 37

    awesome-generative-ai-guide

    29.8Kaishwaryanr/awesome-generative-ai-guide · HTML

    A one-stop GitHub hub for generative AI learning: research updates, 90+ free courses, code notebooks, and interview prep materials, all organized around one question — what do you want to do with AI?

  35. 38

    Complete-Python-3-Bootcamp

    29.8KPierian-Data/Complete-Python-3-Bootcamp · Jupyter Notebook

    This repo holds the Jupyter Notebook course files that accompany the paid 'Complete Python 3 Bootcamp' course on Udemy, covering Python 3 basics through hands-on exercises.

  36. 39

    JavaScript30

    29.3Kwesbos/JavaScript30 · HTML

    This is Wes Bos's free '30 Day Vanilla JS Challenge': a collection of 30 small projects that teach JavaScript, HTML and CSS fundamentals without any frameworks or libraries, one project per day.

  37. 40

    cs249r_book

    29Kharvard-edge/cs249r_book · Python

    An open textbook and full curriculum on Machine Learning Systems — AI engineering — from Harvard's CS249r course: four volumes covering foundations, scaling, agentic AI, and physical AI, plus labs, projects, and instructor materials.

  38. 41

    Python

    28.3Kwalter201230/Python · Python

    This is a free Python tutorial for complete beginners (小白), covering everything from installation to syntax, OOP, metaclasses, decorators, and modern tooling like pyproject and uv.

  39. 42

    fastai

    28.2Kfastai/fastai · Jupyter Notebook

    It's a deep learning library: high-level components that reach state-of-the-art results quickly in standard domains, plus low-level pieces researchers can mix and match to build new approaches.

  40. 43

    30-Days-Of-React

    27.5KAsabeneh/30-Days-Of-React · JavaScript

    A 30-day structured challenge that teaches React step by step, from JavaScript fundamentals through components, hooks, routing, and small projects, ending with a completion certificate.

  41. 44

    en.javascript.info

    25.5Kjavascript-tutorial/en.javascript.info · HTML

    It's the source repository for the Modern JavaScript Tutorial — the English content behind the free online tutorial published at javascript.info.

  42. 45

    fastbook

    25.4Kfastai/fastbook · Jupyter Notebook

    This repo contains the official Jupyter Notebooks for 'the fastai book', an introduction to deep learning, the fastai library, and PyTorch.

  43. 46

    nn-zero-to-hero

    24.8Kkarpathy/nn-zero-to-hero · Jupyter Notebook

    A course by Andrej Karpathy that teaches neural networks from the absolute basics, built around a series of YouTube lectures with accompanying Jupyter notebooks coded live in the videos.

  44. 47

    llm-cookbook

    24.8Kdatawhalechina/llm-cookbook · Jupyter Notebook

    A developer-oriented LLM starter handbook: a Chinese adaptation of Andrew Ng's LLM course series, translated and re-run for Chinese developers, covering prompt engineering through RAG development and model fine-tuning.

  45. 48

    tinyrenderer

    24.4Kssloy/tinyrenderer · C++

    This is 'tinyrenderer' — a hands-on computer-graphics course that walks you through writing a software 3D renderer from scratch in about 500 lines of C++, so you understand how OpenGL, Vulkan, Metal, and DirectX actually work under the hood.

  46. 49

    CV

    24KAccumulateMore/CV · Jupyter Notebook

    A comprehensive collection of Chinese-language deep learning study notes covering PyTorch, classic deep learning courses, and LLM agents — written to accompany well-known video courses.

  47. 50

    DSA-Bootcamp-Java

    24Kkunal-kushwaha/DSA-Bootcamp-Java · Java

    This is a free Java data structures and algorithms (DSA) bootcamp repo holding the code samples, assignments, and notes for WeMakeDevs' interview-prep course.

  48. 51

    open-source-cs

    23.8KForrestKnight/open-source-cs

    This is a curated list of free online courses from top universities (MIT, Stanford, Princeton, Duke and others) organized so that completing them covers the same material as an undergraduate Computer Science degree, minus general education requirements.

  49. 52

    awesome-computer-vision

    23.6Kjbhuang0604/awesome-computer-vision

    A curated list of resources for learning and working in computer vision, covering books, courses, papers, software, datasets, pre-trained models, tutorials and talks.

  50. 53

    courses

    22.9Kanthropics/courses · Jupyter Notebook

    Anthropic's official set of educational courses on working with Claude: five hands-on courses covering API essentials, prompt engineering, real world prompting, prompt evaluations, and tool use.

  51. 54

    data-science

    22.2Kossu/data-science

    OSSU Data Science is a free, self-taught curriculum that mirrors an undergraduate degree in data science, built from MOOCs offered by top universities, covering everything from intro programming through machine learning and a final project.

  52. 55

    IntelliJ-IDEA-Tutorial

    22Kjudasn/IntelliJ-IDEA-Tutorial

    A free, community-maintained Simplified Chinese tutorial for IntelliJ IDEA — a series of short chapters that take you from first install to advanced IDE skills. On GitHub since 2015, with 22k+ stars.

  53. 56

    pytorch-handbook

    21.7Kzergtant/pytorch-handbook · Jupyter Notebook

    An open-source Chinese-language book that teaches PyTorch for deep learning, written as a set of Jupyter notebooks whose code has all been tested to actually run.

  54. 57

    ai-guide

    21.3Kliyupi/ai-guide · JavaScript

    A free, open AI knowledge base by Chinese developer Yupi (程序员鱼皮): curated AI guides, tool reviews and news, plus his zero-basics Vibe Coding tutorial with prompt collections, tool-picking guides and an AI concepts encyclopedia.

  55. 58

    deeplearning_ai_books

    21.2Kfengdu78/deeplearning_ai_books · HTML

    A Chinese-language collection of notes covering Andrew Ng's (吴恩达) Deep Learning Specialization on Coursera — five courses on neural networks, hyperparameter tuning, structuring ML projects, CNNs, and sequence models.

  56. 59

    stanford-cs-229-machine-learning

    20.3Kafshinea/stanford-cs-229-machine-learning

    A collection of cheatsheets and refreshers that summarize all the key concepts taught in Stanford's CS 229 Machine Learning course, covering supervised learning, unsupervised learning, deep learning, and training tips.

  57. 60

    learngo

    20.2Kinancgumus/learngo · Go

    A huge collection of 1000+ hand-crafted Go examples, exercises, and quizzes designed to teach Go by having you fix and complete tiny broken programs.

  58. 61

    learn-harness-engineering

    20Kwalkinglabs/learn-harness-engineering · TypeScript

    A free, project-based course on harness engineering: building the environment, state management, verification and control that make AI coding agents complete real repo work reliably. It has lectures, hands-on projects and a template library, translated into 15 languages.

  59. 62

    jstraining

    20Kruanyf/jstraining

    Training materials for a JavaScript full-stack bootcamp: they teach the basics needed to build both the front end and back end of a simple web application.

  60. 63

    easy-vibe

    19.8Kdatawhalechina/easy-vibe · JavaScript

    Easy-Vibe is a beginner-friendly course from Datawhale ('vibe coding 101') that teaches AI-native product building: learning to code by shipping real products, from a first idea to a working app.

  61. 64

    pytorch-deep-learning

    19.2Kmrdbourke/pytorch-deep-learning · Jupyter Notebook

    Free course materials for the Zero to Mastery Learn PyTorch for Deep Learning course — a hands-on, code-first introduction to deep learning. The author jokes it's the second best place to learn PyTorch on the internet, after the official docs.

  62. 65

    Book-Mathematical-Foundation-of-Reinforcement-Learning

    18.2KMathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning · MATLAB

    The GitHub homepage of the book 'Mathematical Foundations of Reinforcement Learning': a mathematically grounded but friendly introduction to RL, with free PDF drafts, lecture-video links, and grid-world code.

  63. 66

    Micro8

    18KMicropoor/Micro8

    A free, open-source series of penetration-testing lessons written by veteran Chinese pentester Micropoor and published as a GitBook. It covers code audit, web, intranet and domain penetration, tunneling, and log-based tracing.

  64. 67

    AISystem

    18KInfrasys-AI/AISystem · Jupyter Notebook

    AISystem (AISys) is an open-source course covering the full AI stack: AI chip architecture, AI compilers, inference systems/engines, and training framework internals.

  65. 68

    blog_os

    17.8Kphil-opp/blog_os · HTML

    Source code for the 'Writing an OS in Rust' blog series at os.phil-opp.com - step-by-step posts that build a small x86-64 operating system kernel in Rust.

  66. 69

    mcp-for-beginners

    17.5Kmicrosoft/mcp-for-beginners · Jupyter Notebook

    This is a free, open-source curriculum from Microsoft that teaches the Model Context Protocol (MCP) — the standard that lets AI models connect to tools and services — through hands-on code examples in C#, Java, TypeScript, JavaScript, Rust, and Python.

  67. 70

    ML-YouTube-Courses

    17.4Kdair-ai/ML-YouTube-Courses

    A curated index maintained by DAIR.AI that organizes the best and most recent machine learning and AI courses available on YouTube, from intro ML to deep learning, NLP, and reinforcement learning.

  68. 71

    complete-javascript-course

    17.3Kjonasschmedtmann/complete-javascript-course · JavaScript

    This repository holds the starter files and final project code for Jonas Schmedtmann's 'Complete JavaScript Course' on Udemy, along with an FAQ about the course.

  69. 72

    IoT-For-Beginners

    17.1Kmicrosoft/IoT-For-Beginners · Jupyter Notebook

    A free, open-source 12-week curriculum of 24 lessons on IoT basics from Microsoft's Azure Cloud Advocates, taught through hands-on projects.

  70. 73

    html-css

    16.6Kgustavoguanabara/html-css · HTML

    A free public course on basic HTML5 and CSS3 for complete beginners, published by Prof. Gustavo Guanabara as a GitHub repository.

  71. 74

    node-lessons

    16.4Kalsotang/node-lessons · JavaScript

    A free, hands-on Node.js course (titled 'Node.js 包教不包会' — roughly 'Node.js: Taught, Not Guaranteed') by alsotang, built as a series of practical lessons rather than a textbook.

  72. 75

    USTC-Course

    16.3KUSTC-Resource/USTC-Course · C++

    A community-maintained GitHub collection of study resources for the University of Science and Technology of China (USTC): student-written notes, summaries and experience write-ups for dozens of its courses.

  73. 76

    TensorFlow-Course

    16.3Kinstillai/TensorFlow-Course · Jupyter Notebook

    A curated collection of simple, ready-to-use TensorFlow tutorials, covering topics from basic tensors and automatic differentiation to CNNs, custom training loops, and TFRecords.

  74. 77

    Modern-CPP-Programming

    16.2Kfederico-busato/Modern-CPP-Programming · HTML

    A free, open-access Modern C++ Programming course by Federico Busato covering standards from C++03 to C++26 — from language basics to advanced features, tools and optimization.

  75. 78

    vanillawebprojects

    16.1Kbradtraversy/vanillawebprojects · JavaScript

    A collection of 20+ mini web projects (form validator, movie seat booking, music player, breakout game, etc.) built with plain HTML5, CSS and JavaScript as part of a Udemy course.

  76. 79

    OnJava8

    16.1Klingcoder/OnJava8

    The Chinese translation of 'On Java 8', the modern successor to the classic 'Thinking in Java' — a full-length book on Java programming.

  77. 80

    lectures

    15.9Koxford-cs-deepnlp-2017/lectures

    The lecture slides and course description for the Deep Natural Language Processing course offered in Hilary Term 2017 at the University of Oxford: an advanced, applied NLP course organised by Phil Blunsom and delivered in partnership with the DeepMind Natural Language Research Group.

  78. 81

    SpringBoot-Learning

    15.7Kdyc87112/SpringBoot-Learning · Java

    A free Chinese-language tutorial series on Spring Boot basics that the author positions as a more complete alternative to paid courses.

  79. 82

    mlops-zoomcamp

    15.4KDataTalksClub/mlops-zoomcamp · Jupyter Notebook

    A free 9-week course from DataTalks.Club that teaches MLOps fundamentals — productionizing machine learning services, from training and experimentation to deployment and monitoring.

  80. 83

    N-blog

    15.4Knswbmw/N-blog · JavaScript

    N-blog is a Chinese-language course called '一起学 Node.js' (Learn Node.js Together) that teaches Node.js backend development by walking through building a multi-user blog with Express and MongoDB.

  81. 84

    learning_research

    15.2Kpengsida/learning_research

    A free, open-source guide to doing academic research, written in Chinese by researcher Peng Sida. It distills his research experience in written form so lab newcomers can learn the craft without word-of-mouth training.

  82. 85

    hello-git

    15.1Kmouredev/hello-git

    A free, beginner-friendly course for learning Git and GitHub from scratch, made up of 45 video lessons covering around 5 hours and 45 minutes of content.

  83. 86

    RustTraining

    14.9Kmicrosoft/RustTraining · Rust

    Seven free Rust training books from Microsoft that take you from another programming language up to async, advanced patterns, and engineering practices.

  84. 87

    easy-rl

    14.8Kdatawhalechina/easy-rl · Jupyter Notebook

    This is Easy-RL (nicknamed the 'Mushroom Book', 蘑菇书), a free Chinese-language tutorial on deep reinforcement learning adapted from Hung-yi Lee's lecture videos, plus supplementary material from Zhou Bolei's 'Reinforcement Learning Outline' and other courses.

  85. 88

    machine-learning-zoomcamp

    14.8KDataTalksClub/machine-learning-zoomcamp · Jupyter Notebook

    Machine Learning Zoomcamp is a free, hands-on course that teaches you how to build, evaluate, and deploy real machine learning systems, going from a raw problem all the way to a production service.

  86. 89

    hacker101

    14.6KHacker0x01/hacker101 · SCSS

    Hacker101 is a free online class for web and mobile security from HackerOne (the Hacker0x01 org), aimed at everyone from programmers curious about bug bounties to seasoned security professionals.

  87. 90

    python-training

    14.3Kjpmorganchase/python-training · Jupyter Notebook

    This is a hands-on Python training course built by J.P. Morgan for business analysts, traders, and select institutional clients. It teaches numerical computing and data visualization in Python through a series of Jupyter notebooks rather than being a full computer-science curriculum.

  88. 91

    llm-universe

    14.2Kdatawhalechina/llm-universe · Jupyter Notebook

    This is a beginner-focused tutorial course on building large language model (LLM) applications, built around a personal knowledge-base assistant project that walks you through calling LLM APIs, building a vector knowledge base, and assembling a RAG pipeline.

  89. 92

    ai-edu

    14.1Kmicrosoft/ai-edu · HTML

    AI-Edu is an open-source AI education community created by Microsoft Research Asia's AI education team, offering systematised tutorials, practice cases and practice projects for Chinese learners.

  90. 93

    full-blockchain-solidity-course-js

    14Ksmartcontractkit/full-blockchain-solidity-course-js

    A free, full-length course that teaches blockchain concepts, Solidity smart contract development, and full-stack Web3 app building using JavaScript (with a TypeScript edition also provided). It was built with FreeCodeCamp.

  91. 94

    mall-learning

    13.4Kmacrozheng/mall-learning · Java

    This is a learning tutorial that breaks down the architecture, business logic, and technical details of the 'mall' e-commerce project (a 60k+ star Java e-commerce system), covering SpringBoot, MyBatis, Elasticsearch, RabbitMQ, Redis, MongoDB, MySQL and Docker-based deployment.

  92. 95

    python-mastery

    13.4Kdabeaz-course/python-mastery · Python

    A free advanced Python programming course by David Beazley, delivered as slides, exercise files, and worked solutions rather than a hosted learning platform.

  93. 96

    curriculum

    13.2KTheOdinProject/curriculum · JavaScript

    The Odin Project (TOP) is an open-source curriculum for learning full-stack web development. This repo holds the actual lesson files used on its website.

  94. 97

    chai-aur-react

    13.1Khiteshchoudhary/chai-aur-react · JavaScript

    This is the companion code repository for a YouTube video series called 'chai aur code' that teaches ReactJS in depth, with each module's code matching a corresponding lesson video.

  95. 98

    deep-learning-drizzle

    13Kkmario23/deep-learning-drizzle · HTML

    A curated index that collects links to full video lectures and course materials for Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision and NLP courses taught at top universities worldwide.

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    LearnOpenGL

    12.7KJoeyDeVries/LearnOpenGL · C++

    This is the code repository for the Learn OpenGL book and its companion website (learnopengl.com), providing the sample C++ programs that go with every tutorial chapter on OpenGL graphics programming.

  97. 100

    Python-Core-50-Courses

    12.6Kjackfrued/Python-Core-50-Courses

    This is a free, Chinese-language beginner course called 'Python Language Basics 50 Lessons', a simplified rewrite of the first 15 days of the author's larger Python-100-Days project, aimed at people who found that project too hard to start with.

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