1.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+2,772 stars
from 38,174 · score 7.93
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
55 repositories by Attention Score · Oct 5, 2026 – Nov 3, 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
+2,425 stars
from 76,294 · score 7.79
3.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+2,213 stars
from 120,645 · score 7.70
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
+1,840 stars
from 105,872 · score 7.52
+1,038 stars
from 186,606 · score 6.95
6.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
+814 stars
from 91,141 · score 6.70
7.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+681 stars
from 38,326 · score 6.53
8.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
+678 stars
from 45,932 · score 6.52
9.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+640 stars
from 44,307 · score 6.46
10.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
+634 stars
from 29,384 · score 6.45
11.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+571 stars
from 29,627 · score 6.35
12.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+506 stars
from 17,697 · score 6.23
13.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
+415 stars
from 29,581 · score 6.03
14.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+363 stars
from 24,440 · score 5.90
15.AccumulateMore / CV
✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
+345 stars
from 23,846 · score 5.85
16.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+314 stars
from 21,500 · score 5.75
17.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+235 stars
from 14,670 · score 5.46
18.GrEarl / microgpt-lesson
高校生向けLLM教材: Karpathy microgptベース，Google Colab用
+210 stars
from 36 · score 5.35
19.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+115 stars
from 16,069 · score 4.75
20.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+105 stars
from 25,343 · score 4.66
21.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
+80 stars
from 17,792 · score 4.39
22.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.
+79 stars
from 19,390 · score 4.38
23.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
+77 stars
from 16,772 · score 4.36
24.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+76 stars
from 18,058 · score 4.34
25.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+59 stars
from 20,302 · score 4.09
26.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
+56 stars
from 24,791 · score 4.04
27.leandromoreira / digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
+46 stars
from 16,333 · score 3.85
28.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.
+43 stars
from 22,132 · score 3.78
29.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
+38 stars
from 12,268 · score 3.66
30.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+31 stars
from 10,984 · score 3.47
31.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.
+26 stars
from 11,368 · score 3.30
32.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+23 stars
from 14,982 · score 3.18
33.aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
- tensorflow
- tutorial
- examples
- deep-learning
- python
- machine-learning
+20 stars
from 43,722 · score 3.04
34.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
+18 stars
from 12,646 · score 2.94
35.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+18 stars
from 10,913 · score 2.94
36.microsoft / QuantumKatasArchived
Tutorials and programming exercises for learning Q# and quantum computing
- quantum-computing
- qsharp
- coding-kata
- hacktoberfest
- quantum-programming
- tutorials
- +1 more
+16 stars
from 4,905 · score 2.83
37.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+14 stars
from 14,923 · score 2.71
38.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
+13 stars
from 12,834 · score 2.64
39.MrMimic / data-scientist-roadmap
Toturials coming with the "data science roadmap" picture.
+12 stars
from 7,391 · score 2.56
40.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
+9 stars
from 10,450 · score 2.30
41.Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
- tensorflow
- deep-learning
- machine-learning
- reinforcement-learning
- python-notebook
- tutorial
- +2 more
+8 stars
from 9,263 · score 2.20
42.nlintz / TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
+8 stars
from 6,028 · score 2.20
43.ctgk / PRML
PRML algorithms implemented in Python
+7 stars
from 11,727 · score 2.08
44.SeldonIO / alibi-detect
Algorithms for outlier, adversarial and drift detection
- anomaly
- outlier
- concept-drift
- detection
- unsupervised-learning
- semi-supervised-learning
- +7 more
+7 stars
from 2,547 · score 2.08
45.Qiskit / qiskit-tutorialsArchived
A collection of Jupyter notebooks showing how to use the Qiskit SDK
- quantum-computing
- tutorial
- quantum-programming-language
- qiskit
+6 stars
from 2,538 · score 1.95
46.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
+5 stars
from 3,012 · score 1.79
47.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
+3 stars
from 437 · score 1.39
48.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
+2 stars
from 13,198 · score 1.10
49.jbmouret / matplotlib_for_papers
Handout for the tutorial "Creating publication-quality figures with matplotlib"
+2 stars
from 2,204 · score 1.10
50.catboost / tutorials
CatBoost tutorials repository
- catboost
- tutorials
- ipython-notebook
- ipython
- kaggle
- titanic-dataset
+2 stars
from 1,109 · score 1.10
51.emptymalei / statisticalphysics
open source E-book on statistical physics
- statistical-physics
- statistical-mechanics
+2 stars
from 50 · score 1.10
52.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
+1 stars
from 4,428 · score 0.69
53.Rachnog / Advanced-Deep-Trading
Mostly experiments based on "Advances in financial machine learning" book
+1 stars
from 570 · score 0.69
54.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.
+1 stars
from 88 · score 0.69
55.microsoft / MLADS2020-QuantumClassificationArchived
Quantum Classification tutorial using Microsoft Quantum Development Kit
+1 stars
from 23 · score 0.69