1.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+2,658 stars
from 38,460 · score 7.89
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
93 repositories by Attention Score · Oct 29, 2026 – Nov 4, 2026 (UTC)
2.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
+866 stars
from 78,065 · score 6.77
3.Lordog / dive-into-llms
TranslatedDive into LLMs: a series of hands-on programming tutorials
+757 stars
from 58,421 · score 6.63
4.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+634 stars
from 122,352 · score 6.45
5.xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
+594 stars
from 18,487 · score 6.39
6.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
+368 stars
from 107,455 · score 5.91
7.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+335 stars
from 53,887 · score 5.82
8.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+319 stars
from 44,656 · score 5.77
+259 stars
from 25,043 · score 5.56
10.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+241 stars
from 70,329 · score 5.49
11.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+177 stars
from 30,050 · score 5.18
12.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
+169 stars
from 91,831 · score 5.14
13.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+159 stars
from 38,899 · score 5.08
14.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
+156 stars
from 46,503 · score 5.06
15.jackfrued / Python-100-Days
TranslatedPython - 100 Days from Novice to Master
+150 stars
from 187,537 · score 5.02
16.datawhalechina / happy-llm
Translated📚 Building large models from scratch
+146 stars
from 34,613 · score 4.99
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
+138 stars
from 37,808 · score 4.93
18.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
+128 stars
from 29,937 · score 4.86
19.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+120 stars
from 50,248 · score 4.80
20.openai / openai-cookbook
Examples and guides for using the OpenAI API
+103 stars
from 76,854 · score 4.64
21.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+102 stars
from 24,720 · score 4.63
22.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+92 stars
from 49,837 · score 4.53
23.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
+91 stars
from 21,621 · score 4.52
24.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
+82 stars
from 29,949 · score 4.42
25.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
+80 stars
from 32,622 · score 4.39
26.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
+69 stars
from 17,533 · score 4.25
27.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+66 stars
from 18,153 · score 4.20
28.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+63 stars
from 19,297 · score 4.16
29.AccumulateMore / CV
Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
+61 stars
from 24,152 · score 4.13
30.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
+53 stars
from 18,061 · score 3.99
31.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+50 stars
from 14,286 · score 3.93
32.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/
+39 stars
from 14,219 · score 3.69
33.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+38 stars
from 14,875 · score 3.66
34.anthropics / coursesArchived
Anthropic's educational courses
+36 stars
from 22,941 · score 3.61
35.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
+36 stars
from 15,488 · score 3.61
36.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+35 stars
from 21,787 · score 3.58
37.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.
+33 stars
from 14,400 · score 3.53
38.google-gemini / cookbook
Examples and guides for using the Gemini API
+28 stars
from 17,875 · score 3.37
39.datawhalechina / llm-cookbook
TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series
- cookbook
- llm
+27 stars
from 24,843 · score 3.33
40.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
+25 stars
from 14,844 · score 3.26
41.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
+22 stars
from 17,819 · score 3.14
42.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+20 stars
from 25,428 · score 3.04
43.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
+20 stars
from 16,837 · score 3.04
44.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+19 stars
from 16,172 · score 3.00
45.GrEarl / microgpt-lesson
TranslatedLLM teaching material for high school students: based on Karpathy's microgpt, for Google Colab
+19 stars
from 234 · score 3.00
46.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+18 stars
from 13,297 · score 2.94
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.
+16 stars
from 19,457 · score 2.83
48.wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
+15 stars
from 25,059 · score 2.77
+15 stars
from 11,089 · score 2.77
50.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.
+14 stars
from 22,163 · score 2.71
51.spmallick / learnopencv
Learn OpenCV : C++ and Python Examples
+12 stars
from 23,220 · score 2.56
52.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+12 stars
from 18,126 · score 2.56
53.musicinformationretrieval / musicinformationretrieval.com
Instructional notebooks on music information retrieval.
- ipython-notebook
- music-information-retrieval
- python
- machine-learning
- music
- jupyter-notebook
+12 stars
from 1,294 · score 2.56
54.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+11 stars
from 29,825 · score 2.48
55.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
+11 stars
from 19,517 · score 2.48
56.norvig / pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
- python
- python-3
- programming
- practice
- demonstrate-skills
+10 stars
from 24,415 · score 2.40
57.Mikoto10032 / DeepLearning
TranslatedDeep Learning Tutorial, excellent articles
- deeplearning
- cnn
- rnn
- gan
- machine-learning
- tensorflow
- +6 more
+10 stars
from 17,866 · score 2.40
+10 stars
from 12,551 · score 2.40
59.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+10 stars
from 10,749 · score 2.40
60.google-gemini / gemini-fullstack-langgraph-quickstart
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
+9 stars
from 18,353 · score 2.30
61.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
+8 stars
from 6,597 · score 2.20
62.letianzj / QuantResearch
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
- derivatives-pricing
- machine-learning
- +14 more
+8 stars
from 3,049 · score 2.20
63.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
+6 stars
from 24,843 · score 1.95
64.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+6 stars
from 20,355 · score 1.95
65.leandromoreira / digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
+6 stars
from 16,372 · score 1.95
66.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+5 stars
from 17,167 · score 1.79
67.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+5 stars
from 11,011 · score 1.79
68.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
+4 stars
from 28,198 · score 1.61
69.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
+4 stars
from 12,304 · score 1.61
70.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
+4 stars
from 5,107 · score 1.61
71.microsoft / QuantumKatasArchived
Tutorials and programming exercises for learning Q# and quantum computing
- quantum-computing
- qsharp
- coding-kata
- hacktoberfest
- quantum-programming
- tutorials
- +1 more
+4 stars
from 4,916 · score 1.61
72.volkamerlab / teachopencadd
TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data
+4 stars
from 1,091 · score 1.61
73.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
+3 stars
from 18,578 · score 1.39
74.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+3 stars
from 17,627 · score 1.39
75.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
+3 stars
from 12,842 · score 1.39
76.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
+3 stars
from 12,662 · score 1.39
77.Qiskit / qiskit-tutorialsArchived
A collection of Jupyter notebooks showing how to use the Qiskit SDK
- quantum-computing
- tutorial
- quantum-programming-language
- qiskit
+3 stars
from 2,541 · score 1.39
78.ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
+2 stars
from 25,609 · score 1.10
79.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.
+2 stars
from 17,841 · score 1.10
80.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+2 stars
from 11,776 · score 1.10
81.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.
+2 stars
from 11,393 · score 1.10
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
+2 stars
from 10,999 · score 1.10
83.nlintz / TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
+2 stars
from 6,034 · score 1.10
84.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
+2 stars
from 3,015 · score 1.10
85.dennybritz / nn-from-scratch
Implementing a Neural Network from Scratch
+2 stars
from 2,331 · score 1.10
86.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
+1 stars
from 21,736 · score 0.69
87.fengdu78 / lihang-code
TranslatedCode implementation of 《统计学习方法》 (Statistical Learning Methods)
+1 stars
from 19,606 · score 0.69
88.microsoft / QuantumArchived
Microsoft Quantum Development Kit Samples
- quantum-development-kit
- quantum
- qdk
- quantum-computing
- qsharp
- python
+1 stars
from 4,056 · score 0.69
89.guillaume-chevalier / LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
- machine-learning
- deep-learning
- lstm
- human-activity-recognition
- neural-network
- rnn
- +3 more
+1 stars
from 3,489 · score 0.69
90.ypwhs / captcha_break
TranslatedCAPTCHA recognition
- captcha-breaking
- keras-tutorials
- deep-learning
- keras
- ocr
- captcha
- +4 more
+1 stars
from 2,821 · score 0.69
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
+1 stars
from 440 · score 0.69
92.emptymalei / statisticalphysics
open source E-book on statistical physics
- statistical-physics
- statistical-mechanics
+1 stars
from 51 · score 0.69
93.microsoft / MLADS2020-QuantumClassificationArchived
Quantum Classification tutorial using Microsoft Quantum Development Kit
+1 stars
from 23 · score 0.69