1.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
+7,083 stars
from 84,849 · score 8.87
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
54 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.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
+6,292 stars
from 40,290 · score 8.75
3.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+5,928 stars
from 34,289 · score 8.69
4.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
+4,258 stars
from 25,728 · score 8.36
5.DataExpert-io / data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
+4,063 stars
from 40,859 · score 8.31
6.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+4,029 stars
from 34,953 · score 8.30
7.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
+3,996 stars
from 25,990 · score 8.29
8.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】
+3,793 stars
from 20,388 · score 8.24
9.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+3,264 stars
from 26,908 · score 8.09
10.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+3,193 stars
from 21,591 · score 8.07
11.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+2,971 stars
from 18,835 · score 8.00
12.chiphuyen / aie-book
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
+2,746 stars
from 15,441 · score 7.92
13.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,972 stars
from 12,930 · score 7.59
14.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+830 stars
from 15,352 · score 6.72
15.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+770 stars
from 14,236 · score 6.65
16.fastai / fastbook
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
- data-science
- python
- +1 more
+655 stars
from 24,789 · score 6.49
17.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.
+589 stars
from 18,874 · score 6.38
18.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 17,318 · score 6.32
19.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
+552 stars
from 11,752 · score 6.32
20.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
+464 stars
from 24,381 · score 6.14
21.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
+459 stars
from 16,390 · score 6.13
22.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+400 stars
from 19,959 · score 5.99
23.mahmoud / awesome-python-applications
💿 Free software that works great, and also happens to be open-source Python.
+377 stars
from 17,754 · score 5.93
24.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.
+350 stars
from 11,045 · score 5.86
25.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.
+254 stars
from 21,916 · score 5.54
26.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 16,124 · score 5.53
27.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+216 stars
from 10,797 · score 5.38
28.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+134 stars
from 14,803 · score 4.91
29.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
30.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
+112 stars
from 12,552 · score 4.73
31.MrMimic / data-scientist-roadmap
Toturials coming with the "data science roadmap" picture.
+110 stars
from 7,292 · score 4.71
32.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+95 stars
from 10,835 · score 4.56
33.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 4,826 · score 4.56
34.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
+85 stars
from 12,762 · score 4.45
35.ctgk / PRML
PRML algorithms implemented in Python
+67 stars
from 11,667 · score 4.22
36.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
+67 stars
from 10,394 · score 4.22
37.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
+52 stars
from 2,964 · score 3.97
38.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
39.Qiskit / qiskit-tutorialsArchived
A collection of Jupyter notebooks showing how to use the Qiskit SDK
- quantum-computing
- tutorial
- quantum-programming-language
- qiskit
+45 stars
from 2,499 · score 3.83
40.nlintz / TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
+34 stars
from 6,001 · score 3.56
41.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
42.Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
- tensorflow
- deep-learning
- machine-learning
- reinforcement-learning
- python-notebook
- tutorial
- +2 more
+33 stars
from 9,238 · score 3.53
43.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
44.jbmouret / matplotlib_for_papers
Handout for the tutorial "Creating publication-quality figures with matplotlib"
+20 stars
from 2,186 · score 3.04
45.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
+15 stars
from 425 · score 2.77
46.catboost / tutorials
CatBoost tutorials repository
- catboost
- tutorials
- ipython-notebook
- ipython
- kaggle
- titanic-dataset
+11 stars
from 1,100 · score 2.48
47.Rachnog / Advanced-Deep-Trading
Mostly experiments based on "Advances in financial machine learning" book
+8 stars
from 563 · score 2.20
48.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.
+6 stars
from 683 · score 1.95
49.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
50.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
51.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
52.rsteca / sklearn-deap
Use evolutionary algorithms instead of gridsearch in scikit-learn
+2 stars
from 770 · score 1.10
53.emptymalei / statisticalphysics
open source E-book on statistical physics
- statistical-physics
- statistical-mechanics
+2 stars
from 50 · score 1.10
54.dennybritz / rnn-tutorial-rnnlm
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
+1 stars
from 898 · score 0.69