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
1–100 of 117 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
33.Infrasys-AI / AISystem
TranslatedAISystem mainly refers to AI systems, covering the full stack of underlying AI technologies, including AI chips, AI compilers, and AI inference and training frameworks
- ai
- mlsys
- aiinfra
- aisys
- dlsys
+1,536 stars
from 16,572 · score 7.34
34.datawhalechina / llm-universe
TranslatedThis project is a tutorial on developing large model applications, aimed at beginner developers. Read it online at: 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
TranslatedChinese tutorial on reinforcement learning (Mushroom Book 🍄), read online at: 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
TranslatedDeep Learning Tutorial, excellent articles
- 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
+496 stars
from 12,063 · score 6.21
52.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
53.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+466 stars
from 22,766 · score 6.15
54.datawhalechina / leedl-tutorial
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: 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
55.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
56.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
57.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
58.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
59.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
60.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
61.NLP-LOVE / ML-NLP
TranslatedThis project covers the knowledge points and code implementations frequently asked about in Machine Learning, Deep Learning, and NLP interviews, and it is also the basic theoretical knowledge that an algorithm engineer must master.
+290 stars
from 17,554 · score 5.67
62.ageron / handson-ml2
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+284 stars
from 29,664 · score 5.65
63.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+272 stars
from 10,486 · score 5.61
+269 stars
from 10,833 · score 5.60
65.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
66.ShusenTang / Dive-into-DL-PyTorch
TranslatedThis project changes the MXNet implementations in the original book 《动手学深度学习》 (Dive into Deep Learning) into PyTorch implementations.
- deep-learning
- deep-learning-tutorial
- pytorch
- pytorch-tutorial
- computer-vision
- natural-language-processing
- +1 more
+254 stars
from 19,271 · score 5.54
67.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
68.zergtant / pytorch-handbook
TranslatedThe pytorch handbook is an open-source book that aims to help friends who want to use PyTorch for deep learning development and research get started quickly. All of the PyTorch tutorials it contains have been tested to ensure they run successfully.
- pytorch
- pytorch-tutorials
- pytorch-handbook
- deep-learning
- neural-network
- machine-learning
+248 stars
from 21,493 · score 5.52
69.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+237 stars
from 11,541 · score 5.47
70.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
71.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+226 stars
from 17,406 · score 5.42
72.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
73.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
74.letianzj / QuantResearch
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
- derivatives-pricing
- machine-learning
- +14 more
+174 stars
from 2,883 · score 5.16
75.aws / amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
- sagemaker
- aws
- reinforcement-learning
- machine-learning
- deep-learning
- examples
- +5 more
+156 stars
from 10,845 · score 5.06
76.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
77.fengdu78 / lihang-code
TranslatedCode implementation of 《统计学习方法》 (Statistical Learning Methods)
+150 stars
from 19,459 · score 5.02
78.yandexdataschool / Practical_RL
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
- git-course
- mooc
- +5 more
+139 stars
from 6,466 · score 4.94
79.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+134 stars
from 14,803 · score 4.91
80.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
81.ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+132 stars
from 25,479 · score 4.89
82.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
83.MrMimic / data-scientist-roadmap
Toturials coming with the "data science roadmap" picture.
+110 stars
from 7,292 · score 4.71
84.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
85.yidao620c / python3-cookbook
《Python Cookbook》 3rd Edition Translation
- python
- python3
- python3-cookbook
- readthedocs
+93 stars
from 11,930 · score 4.54
86.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
87.naklecha / llama3-from-scratch
llama3 implementation one matrix multiplication at a time
+83 stars
from 15,120 · score 4.43
88.dennybritz / nn-from-scratch
Implementing a Neural Network from Scratch
+81 stars
from 2,252 · score 4.41
89.naganandy / graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
- graph-neural-networks
- graph-convolutional-networks
- graph
- deep-learning
- neural-networks
- graph-representation-learning
- +1 more
+67 stars
from 5,043 · score 4.22
90.ctgk / PRML
PRML algorithms implemented in Python
+66 stars
from 11,667 · score 4.20
91.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
92.leisurelicht / wtfpython-cn
TranslatedChinese translation of wtfpython / ongoing 🚧... / My ability is limited, you are welcome to help me improve the translation
+56 stars
from 12,638 · score 4.04
+56 stars
from 8,221 · score 4.04
94.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
95.microsoft / QuantumArchived
Microsoft Quantum Development Kit Samples
- quantum-development-kit
- quantum
- qdk
- quantum-computing
- qsharp
- python
+51 stars
from 4,007 · score 3.95
96.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
97.jrjohansson / scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
+40 stars
from 3,621 · score 3.71
98.iusztinpaul / hands-on-llmsArchived
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
- bytewax
- comet-ml
- huggingface
- mlops
- qdrant
- transformers
- +12 more
+40 stars
from 3,383 · score 3.71
+37 stars
from 3,303 · score 3.64
100.nlintz / TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
+35 stars
from 6,001 · score 3.58