1.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+23,815 stars
from 46,725 · score 10.08
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
100 repositories by Attention Score · May 8, 2026 – Nov 3, 2026 (UTC)
2.Lordog / dive-into-llms
TranslatedDive into LLMs: a series of hands-on programming tutorials
+23,434 stars
from 35,589 · score 10.06
3.microsoft / ai-agents-for-beginners
18 Lessons to Get Started Building AI Agents
- agentic-ai
- agentic-framework
- agentic-rag
- ai-agents
- ai-agents-framework
- autogen
- +5 more
+18,868 stars
from 59,969 · score 9.85
4.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
- pytorch
- ai
- +13 more
+16,640 stars
from 91,130 · score 9.72
5.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+13,707 stars
from 109,220 · score 9.53
6.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+12,241 stars
from 41,925 · score 9.41
7.jackfrued / Python-100-Days
TranslatedPython - 100 Days from Novice to Master
+7,180 stars
from 180,489 · score 8.88
8.microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
- ml
- data-science
- machine-learning
- machine-learning-algorithms
- machinelearning
- python
- +6 more
+7,112 stars
from 84,868 · score 8.87
9.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+6,731 stars
from 34,332 · score 8.81
10.DataTalksClub / data-engineering-zoomcamp
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼
- data-engineering
- kafka
- spark
- dbt
- docker
- kestra
- +2 more
+6,311 stars
from 40,322 · score 8.75
11.datawhalechina / happy-llm
Translated📚 Building large models from scratch
+5,112 stars
from 29,637 · score 8.54
12.stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
- machine-learning
- trading
- investment
- finance
- data-science
- investment-strategies
- +12 more
+4,594 stars
from 17,108 · score 8.43
13.HandsOnLLM / Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
- artificial-intelligence
- book
- large-language-models
- llm
- llms
- oreilly
- +1 more
+4,287 stars
from 25,760 · score 8.36
14.openai / openai-cookbook
Examples and guides for using the OpenAI API
+4,223 stars
from 72,718 · score 8.35
15.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+4,077 stars
from 40,883 · score 8.31
16.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+4,027 stars
from 34,994 · score 8.30
17.The-Art-of-Hacking / h4cker
This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security, vulnerability research, exploit development, reverse engineering, and more. 🔥 Also check: https://hackertraining.org
- hacking
- penetration-testing
- hacking-series
- cybersecurity
- ethical-hacking
- hacker
- +14 more
+4,012 stars
from 26,008 · score 8.30
18.AccumulateMore / CV
Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
+3,768 stars
from 20,435 · score 8.23
+3,727 stars
from 21,542 · score 8.22
20.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+3,284 stars
from 26,932 · score 8.10
21.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+3,272 stars
from 15,785 · score 8.09
22.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+3,195 stars
from 21,619 · score 8.07
23.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+2,995 stars
from 34,932 · score 8.01
24.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+2,969 stars
from 18,853 · score 8.00
25.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+2,763 stars
from 15,447 · score 7.92
26.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+2,754 stars
from 47,166 · score 7.92
27.datawhalechina / self-llm
Translated"开源大模型食用指南" (Open-Source Large Model Usage Guide): a tutorial tailor-made for Chinese users on quickly fine-tuning (full-parameter/LoRA) and deploying domestic and international open-source large language models (LLM) and multimodal large models (MLLM) in a Linux environment
+2,733 stars
from 29,962 · score 7.91
28.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+2,703 stars
from 47,652 · score 7.90
29.anthropics / coursesArchived
Anthropic's educational courses
+2,103 stars
from 20,870 · score 7.65
30.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,978 stars
from 12,933 · score 7.59
31.microsoft / mcp-for-beginners
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
- csharp
- java
- javascript
- mcp
- mcp-client
- mcp-security
- +8 more
+1,753 stars
from 15,844 · score 7.47
32.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+1,738 stars
from 17,617 · score 7.46
+1,536 stars
from 16,572 · score 7.34
34.datawhalechina / llm-universe
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
+1,493 stars
from 12,765 · score 7.31
35.ageron / handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
+1,465 stars
from 12,966 · score 7.29
36.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+1,324 stars
from 13,011 · score 7.19
37.GoogleCloudPlatform / generative-ai
Sample code and notebooks for Generative AI on Google Cloud, with Gemini platform
- generative-ai
- llm
- vertex-ai
- langchain
- gemini
- gemini-api
- +10 more
+1,205 stars
from 16,638 · score 7.10
38.datawhalechina / llm-cookbook
TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series
- cookbook
- llm
+1,120 stars
from 23,747 · score 7.02
39.DataTalksClub / mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
- machine-learning
- mlops
- model-deployment
- model-monitoring
- workflow-orchestration
+1,047 stars
from 14,474 · score 6.95
40.google-gemini / cookbook
Examples and guides for using the Gemini API
+911 stars
from 16,989 · score 6.82
41.datawhalechina / easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
- deep-reinforcement-learning
- reinforcement-learning
- dqn
- ppo
- a3c
- q-learning
- +8 more
+847 stars
from 14,019 · score 6.74
42.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+829 stars
from 15,357 · score 6.72
43.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+767 stars
from 14,238 · score 6.64
44.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+728 stars
from 12,585 · score 6.59
45.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+683 stars
from 24,390 · score 6.53
46.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+654 stars
from 24,793 · score 6.48
47.rlabbe / Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
+596 stars
from 18,875 · score 6.39
48.Mikoto10032 / DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+552 stars
from 17,321 · score 6.32
49.AkashSingh3031 / The-Complete-FAANG-Preparation
Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.
- interview-questions
- dsa
- dbms
- sql
- aptitude
- algorithms
- +14 more
+549 stars
from 11,756 · score 6.31
50.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+547 stars
from 29,286 · score 6.31
51.trekhleb / homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
- python
- jupyter
- jupyter-notebook
- machine-learning
- machinelearning
- machine-learning-algorithms
- +1 more
+467 stars
from 24,383 · score 6.15
52.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+466 stars
from 22,766 · score 6.15
53.datawhalechina / leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
- reinforcement-learning
- transformer
- +10 more
+462 stars
from 16,394 · score 6.14
54.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+423 stars
from 17,942 · score 6.05
55.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+413 stars
from 16,756 · score 6.03
56.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+398 stars
from 19,963 · score 5.99
57.meta-llama / llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
+390 stars
from 18,190 · score 5.97
58.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+381 stars
from 17,754 · score 5.95
59.hxu296 / leetcode-company-wise-problems-2022
Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags. Updated as of May, 2022.
+349 stars
from 11,046 · score 5.86
60.NLP-LOVE / ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
+290 stars
from 17,554 · score 5.67
61.ageron / handson-ml2
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+284 stars
from 29,664 · score 5.65
62.dennybritz / reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
+257 stars
from 21,920 · score 5.55
63.ShusenTang / Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
- deep-learning
- deep-learning-tutorial
- pytorch
- pytorch-tutorial
- computer-vision
- natural-language-processing
- +1 more
+254 stars
from 19,271 · score 5.54
64.leandromoreira / digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
+251 stars
from 16,126 · score 5.53
65.zergtant / pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
- pytorch
- pytorch-tutorials
- pytorch-handbook
- deep-learning
- neural-network
- machine-learning
+248 stars
from 21,493 · score 5.52
66.CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
- data-science
- statistics
+227 stars
from 27,974 · score 5.43
67.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+226 stars
from 17,406 · score 5.42
68.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+217 stars
from 10,798 · score 5.38
69.norvig / pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
- python
- python-3
- programming
- practice
- demonstrate-skills
+205 stars
from 24,218 · score 5.33
70.NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
- computer-vision
- deep-learning
- drug-discovery
- forecasting
- large-language-models
- mxnet
- +9 more
+154 stars
from 14,716 · score 5.04
+150 stars
from 19,459 · score 5.02
72.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+134 stars
from 14,803 · score 4.91
73.aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
- tensorflow
- tutorial
- examples
- deep-learning
- python
- machine-learning
+133 stars
from 43,610 · score 4.90
74.ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+132 stars
from 25,479 · score 4.89
75.rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
- data-mining
- python
- +2 more
+113 stars
from 12,552 · score 4.74
76.MrMimic / data-scientist-roadmap
Toturials coming with the "data science roadmap" picture.
+110 stars
from 7,292 · score 4.71
77.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+96 stars
from 10,835 · score 4.57
78.microsoft / QuantumKatasArchived
Tutorials and programming exercises for learning Q# and quantum computing
- quantum-computing
- qsharp
- coding-kata
- hacktoberfest
- quantum-programming
- tutorials
- +1 more
+95 stars
from 4,827 · score 4.56
79.chenyuntc / pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
- pytorch
- pytorch-tutorials
- pytorch-tutorials-cn
- deep-learning
- neural-style
- charrnn
- +10 more
+84 stars
from 12,762 · score 4.44
80.naklecha / llama3-from-scratch
llama3 implementation one matrix multiplication at a time
+83 stars
from 15,120 · score 4.43
81.ctgk / PRML
PRML algorithms implemented in Python
+66 stars
from 11,667 · score 4.20
82.lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
- deep-learning
- mit
- self-driving-cars
- deep-reinforcement-learning
- deep-rl
- artificial-intelligence
- +8 more
+62 stars
from 10,396 · score 4.14
83.jupyter-naas / awesome-notebooks
[Legacy] Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..
- templates
- opensource
- naas
- notebooks-templates
- jupyter
- jupyter-notebook
- +6 more
+53 stars
from 2,964 · score 3.99
84.SeldonIO / alibi-detect
Algorithms for outlier, adversarial and drift detection
- anomaly
- outlier
- concept-drift
- detection
- unsupervised-learning
- semi-supervised-learning
- +7 more
+46 stars
from 2,508 · score 3.85
85.Qiskit / qiskit-tutorialsArchived
A collection of Jupyter notebooks showing how to use the Qiskit SDK
- quantum-computing
- tutorial
- quantum-programming-language
- qiskit
+44 stars
from 2,500 · score 3.81
86.nlintz / TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
+35 stars
from 6,001 · score 3.58
87.dragen1860 / Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
- tensorflow
- tensorflow2
- deeplearning
- machinelearning
- python
- pytorch
- +2 more
+33 stars
from 13,167 · score 3.53
88.Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
- tensorflow
- deep-learning
- machine-learning
- reinforcement-learning
- python-notebook
- tutorial
- +2 more
+31 stars
from 9,239 · score 3.47
89.instillai / TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
- tensorflow
- python
- deep-learning
- deep-learning-tutorial
+27 stars
from 16,231 · score 3.33
90.jbmouret / matplotlib_for_papers
Handout for the tutorial "Creating publication-quality figures with matplotlib"
+20 stars
from 2,186 · score 3.04
91.CambridgeUniversityPress / FirstCourseNetworkScience
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
- social-network
- indiana-university
- network-science
- textbook
- datasets
- python
- +2 more
+16 stars
from 425 · score 2.83
92.catboost / tutorials
CatBoost tutorials repository
- catboost
- tutorials
- ipython-notebook
- ipython
- kaggle
- titanic-dataset
+11 stars
from 1,100 · score 2.48
93.Rachnog / Advanced-Deep-Trading
Mostly experiments based on "Advances in financial machine learning" book
+8 stars
from 563 · score 2.20
94.groda / big_data
Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.
+6 stars
from 83 · score 1.95
95.BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
- tensorflow
- machine-learning
- regression
- convolutional-neural-networks
- logistic-regression
- book
- +5 more
+5 stars
from 4,424 · score 1.79
96.Albert-Z-Guo / Deep-Reinforcement-Stock-Trading
A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
+5 stars
from 683 · score 1.79
97.h2oai / h2o-tutorialsArchived
Tutorials and training material for the H2O Machine Learning Platform
- h2o
- tutorial
- machine-learning
- data-science
- deep-learning
- python
- +1 more
+3 stars
from 1,494 · score 1.39
98.rsteca / sklearn-deap
Use evolutionary algorithms instead of gridsearch in scikit-learn
+2 stars
from 770 · score 1.10
99.emptymalei / statisticalphysics
open source E-book on statistical physics
- statistical-physics
- statistical-mechanics
+2 stars
from 50 · score 1.10
100.dennybritz / rnn-tutorial-rnnlm
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
+1 stars
from 898 · score 0.69