1.Lordog / dive-into-llms
TranslatedDive into LLMs: a series of hands-on programming tutorials
+11,373 stars
from 47,650 · score 9.34
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 119 by Attention Score · Aug 6, 2026 – Nov 3, 2026 (UTC)
2.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+8,702 stars
from 61,838 · score 9.07
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
+7,923 stars
from 70,914 · score 8.98
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
+7,648 stars
from 100,122 · score 8.94
5.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+6,829 stars
from 116,098 · score 8.83
6.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+4,373 stars
from 36,690 · score 8.38
7.jackfrued / Python-100-Days
TranslatedPython - 100 Days from Novice to Master
+3,617 stars
from 184,052 · score 8.19
8.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+3,401 stars
from 50,765 · score 8.13
9.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
+3,316 stars
from 88,664 · score 8.11
10.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+2,846 stars
from 16,211 · score 7.95
11.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
+2,479 stars
from 44,154 · score 7.82
12.datawhalechina / happy-llm
Translated📚 Building large models from scratch
+2,263 stars
from 32,486 · score 7.72
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
+2,205 stars
from 27,842 · score 7.70
14.openai / openai-cookbook
Examples and guides for using the OpenAI API
+2,096 stars
from 74,845 · score 7.65
15.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+1,973 stars
from 42,987 · score 7.59
16.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+1,688 stars
from 37,333 · score 7.43
17.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+1,582 stars
from 36,345 · score 7.37
18.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
+1,519 stars
from 20,183 · score 7.33
+1,502 stars
from 23,767 · score 7.32
20.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+1,401 stars
from 16,809 · score 7.25
21.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+1,377 stars
from 28,839 · score 7.23
22.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
+1,318 stars
from 28,702 · score 7.18
23.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
+1,285 stars
from 31,410 · score 7.16
24.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+1,276 stars
from 23,538 · score 7.15
25.AccumulateMore / CV
Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
+1,170 stars
from 23,033 · score 7.07
26.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,124 stars
from 13,787 · score 7.03
27.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+1,101 stars
from 48,819 · score 7.00
28.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+968 stars
from 49,387 · score 6.88
29.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+823 stars
from 18,532 · score 6.71
30.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
+766 stars
from 16,831 · score 6.64
31.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
+694 stars
from 17,414 · score 6.54
32.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+672 stars
from 21,150 · score 6.51
33.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.
+631 stars
from 13,800 · score 6.45
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/
+610 stars
from 13,648 · score 6.42
35.anthropics / coursesArchived
Anthropic's educational courses
+554 stars
from 22,419 · score 6.32
36.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+510 stars
from 13,825 · score 6.24
37.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
+494 stars
from 15,027 · score 6.20
38.datawhalechina / llm-cookbook
TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series
- cookbook
- llm
+467 stars
from 24,400 · score 6.15
39.google-gemini / cookbook
Examples and guides for using the Gemini API
+410 stars
from 17,490 · score 6.02
40.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+389 stars
from 15,797 · score 5.97
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
+384 stars
from 14,482 · score 5.95
42.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
+373 stars
from 17,470 · score 5.92
43.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+364 stars
from 12,949 · score 5.90
44.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+347 stars
from 24,726 · score 5.85
45.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+331 stars
from 25,116 · score 5.81
46.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.
+329 stars
from 19,142 · score 5.80
47.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
+283 stars
from 12,022 · score 5.65
48.Mikoto10032 / DeepLearning
TranslatedDeep Learning Tutorial, excellent articles
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+273 stars
from 17,600 · score 5.61
49.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+250 stars
from 16,919 · score 5.53
50.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+242 stars
from 29,591 · score 5.49
51.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+234 stars
from 22,998 · score 5.46
52.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+217 stars
from 17,918 · score 5.38
+210 stars
from 12,349 · score 5.35
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
+201 stars
from 16,655 · score 5.31
55.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+193 stars
from 20,168 · score 5.27
56.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
+175 stars
from 24,675 · score 5.17
57.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+152 stars
from 18,213 · score 5.03
+140 stars
from 10,962 · score 4.95
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.
+139 stars
from 11,256 · score 4.94
60.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+139 stars
from 10,619 · score 4.94
61.leandromoreira / digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
+135 stars
from 16,242 · score 4.91
62.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+122 stars
from 14,883 · score 4.81
63.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
+121 stars
from 21,620 · score 4.80
64.ageron / handson-ml2
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+118 stars
from 29,830 · score 4.78
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.
+115 stars
from 22,062 · score 4.75
66.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.
+111 stars
from 17,733 · score 4.72
67.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
+110 stars
from 19,415 · score 4.71
68.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+103 stars
from 17,529 · score 4.64
69.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
+101 stars
from 28,100 · score 4.62
70.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
+93 stars
from 18,487 · score 4.54
71.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+92 stars
from 10,923 · score 4.53
72.norvig / pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
- python
- python-3
- programming
- practice
- demonstrate-skills
+86 stars
from 24,337 · score 4.47
73.letianzj / QuantResearch
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
- derivatives-pricing
- machine-learning
- +14 more
+79 stars
from 2,978 · score 4.38
74.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
+76 stars
from 14,794 · score 4.34
75.ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+74 stars
from 25,537 · score 4.32
76.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+73 stars
from 11,705 · score 4.30
77.aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
- tensorflow
- tutorial
- examples
- deep-learning
- python
- machine-learning
+72 stars
from 43,671 · score 4.29
78.fengdu78 / lihang-code
TranslatedCode implementation of 《统计学习方法》 (Statistical Learning Methods)
+71 stars
from 19,538 · score 4.28
79.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
+64 stars
from 6,541 · score 4.17
80.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
+58 stars
from 12,607 · score 4.08
81.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+57 stars
from 14,880 · score 4.06
82.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
+56 stars
from 10,945 · score 4.04
83.MrMimic / data-scientist-roadmap
Toturials coming with the "data science roadmap" picture.
+47 stars
from 7,355 · score 3.87
84.yidao620c / python3-cookbook
《Python Cookbook》 3rd Edition Translation
- python
- python3
- python3-cookbook
- readthedocs
+42 stars
from 11,981 · score 3.76
85.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
+39 stars
from 12,807 · score 3.69
86.dennybritz / nn-from-scratch
Implementing a Neural Network from Scratch
+37 stars
from 2,296 · score 3.64
87.naklecha / llama3-from-scratch
llama3 implementation one matrix multiplication at a time
+36 stars
from 15,167 · score 3.61
88.ctgk / PRML
PRML algorithms implemented in Python
+35 stars
from 11,698 · score 3.58
89.microsoft / QuantumKatasArchived
Tutorials and programming exercises for learning Q# and quantum computing
- quantum-computing
- qsharp
- coding-kata
- hacktoberfest
- quantum-programming
- tutorials
- +1 more
+32 stars
from 4,890 · score 3.50
90.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
+31 stars
from 5,079 · score 3.47
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
+29 stars
from 10,429 · score 3.40
92.microsoft / QuantumArchived
Microsoft Quantum Development Kit Samples
- quantum-development-kit
- quantum
- qdk
- quantum-computing
- qsharp
- python
+24 stars
from 4,034 · score 3.22
93.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
+24 stars
from 2,993 · score 3.22
94.jrjohansson / scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
+22 stars
from 3,639 · score 3.14
95.dragen1860 / Deep-Learning-with-TensorFlow-book
TranslatedOpen source Deep Learning book, based on TensorFlow 2.0 framework.
- tensorflow
- tensorflow2
- deeplearning
- machinelearning
- python
- pytorch
- +2 more
+19 stars
from 13,181 · score 3.00
96.leisurelicht / wtfpython-cn
TranslatedChinese translation of wtfpython / ongoing 🚧... / My ability is limited, you are welcome to help me improve the translation
+19 stars
from 12,675 · score 3.00
+19 stars
from 8,258 · score 3.00
98.nlintz / TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
+16 stars
from 6,020 · score 2.83
99.Qiskit / qiskit-tutorialsArchived
A collection of Jupyter notebooks showing how to use the Qiskit SDK
- quantum-computing
- tutorial
- quantum-programming-language
- qiskit
+14 stars
from 2,530 · score 2.71
100.Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
- tensorflow
- deep-learning
- machine-learning
- reinforcement-learning
- python-notebook
- tutorial
- +2 more
+13 stars
from 9,257 · score 2.64