1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
- agents
- ai
- ai-agents
- ai-engineering
- computer-vision
- course
- +14 more
+1,953 stars
from 74,691 · score 7.58
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
93 repositories by Attention Score · Oct 28, 2026 – Nov 3, 2026 (UTC)
2.smithjohn78390 / tongjiang-lab
TranslatedFree interactive 3D science lessons for high school · 铜匠实验室 (Tongjiang Lab, "Coppersmith Laboratory") · https://lab.tongjiang.app
+1,535 stars
from 15 · score 7.34
3.walkinglabs / learn-harness-engineering
Harness engineering beginner tutorial, from 0 to 1
+1,276 stars
from 21,789 · score 7.15
4.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
+830 stars
from 78,007 · score 6.72
5.Asabeneh / 30-Days-Of-Python
The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
- 30-days-of-python
- python
- flask
- github
- heroku
- matplotlib
- +9 more
+721 stars
from 77,338 · score 6.58
6.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+634 stars
from 122,293 · score 6.45
7.freeCodeCamp / freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
+453 stars
from 458,050 · score 6.12
8.huggingface / agents-course
This repository contains the Hugging Face Agents Course.
+335 stars
from 34,098 · score 5.82
9.ossu / computer-science
🎓 Path to a free self-taught education in Computer Science!
- computer-science
- awesome-list
- courses
- curriculum
+256 stars
from 210,432 · score 5.55
+244 stars
from 25,025 · score 5.50
11.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+239 stars
from 70,301 · score 5.48
12.QuantMLResearch / quant-handbook
Quantitative Research Handbook
+236 stars
from 0 · score 5.47
13.dair-ai / Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
- deep-learning
- prompt-engineering
- openai
- chatgpt
- language-model
- generative-ai
- +5 more
+191 stars
from 79,587 · score 5.26
14.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
+183 stars
from 91,797 · score 5.21
15.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
+171 stars
from 46,462 · score 5.15
16.jackfrued / Python-100-Days
TranslatedPython - 100 Days from Novice to Master
+167 stars
from 187,502 · score 5.12
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
+166 stars
from 37,761 · score 5.12
18.mlabonne / llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
+156 stars
from 84,733 · score 5.06
19.anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
+153 stars
from 38,868 · score 5.04
20.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
- artificial-intelligence
- cloud-ml
- computer-systems
- courseware
- deep-learning
- edge-machine-learning
- +12 more
+138 stars
from 29,706 · score 4.93
21.karanpratapsingh / system-design
Learn how to design systems at scale and prepare for system design interviews
- architecture
- distributed-systems
- system-design
- system-design-interview
- interview
- tech
- +4 more
+126 stars
from 46,659 · score 4.84
22.ChiefGyk3D / Clouds-Against-Humanity
Learn cloud security by building it! An open-source homelab teaching Zero Trust, DevSecOps, IaC, and cloud architecture from the ground up.
- aws
- azure
- cloud-computing
- cloud-security
- cybersecurity
- devsecops
- +10 more
+110 stars
from 544 · score 4.71
23.datawhalechina / easy-vibe
💻 Vibe Coding 101｜Your First Course For AI Product Builders.
- ai
- course
- vibe-coding
- coding
- genai
- low-code
- +14 more
+108 stars
from 20,217 · score 4.69
24.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+89 stars
from 49,831 · score 4.50
25.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
+78 stars
from 17,519 · score 4.37
26.mouredev / Hello-Python
Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...
+65 stars
from 37,893 · score 4.19
27.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+65 stars
from 19,290 · score 4.19
28.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
+65 stars
from 18,043 · score 4.19
29.microsoft / Web-Dev-For-Beginners
24 Lessons, 12 Weeks, Get Started as a Web Developer
+63 stars
from 97,028 · score 4.16
30.datawhalechina / zero-to-sglang
Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.
+61 stars
from 1,634 · score 4.13
31.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
- cli
- deep-learning
- education
- from-scratch
- machine-learning
- numpy
- +9 more
+60 stars
from 734 · score 4.11
32.zengxiong111 / Foundation_of_Embodied_AI
Teaching materials for a future Foundation of Embodied AI course, with Chinese and English tutorials on robot dynamics, Isaac Sim, Isaac Lab, MuJoCo, robot learning, ROS 2, camera calibration, PPO, SAC, Flow Matching, GR00T, and SONIC.
+56 stars
from 160 · score 4.04
33.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+51 stars
from 14,860 · score 3.95
34.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+50 stars
from 14,285 · score 3.93
35.skills / introduction-to-github
Get started using GitHub in less than an hour.
- git
- branches
- commits
- pull-requests
- skills-course
+50 stars
from 10,750 · score 3.93
36.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/
+46 stars
from 14,212 · score 3.85
37.anthropics / coursesArchived
Anthropic's educational courses
+39 stars
from 22,934 · score 3.69
38.PKUanonym / REKCARC-TSC-UHT
TranslatedGuidance for courses in Department of Computer Science and Technology, Tsinghua University
- course
- course-project
- course-assignment
- tsinghua-university
- computer-science
+38 stars
from 37,978 · score 3.66
39.alexander-stack1 / ciencia-de-dados-cibele-russo
Trilhas de estudo de Ciência de Dados derivadas das aulas da Profa. Cibele Russo (ICMC/USP)
+38 stars
from 454 · score 3.66
40.fengdu78 / Coursera-ML-AndrewNg-Notes
TranslatedPersonal notes on Professor Andrew Ng's machine learning course
- coursera
- machine-learning
+37 stars
from 38,038 · score 3.64
41.kunal-kushwaha / DSA-Bootcamp-Java
This repository consists of the code samples, assignments, and notes for the Java data structures & algorithms + interview preparation bootcamp of WeMakeDevs.
- java
- interview-preparation
- data-structures
- algorithms
- competitive-programming
- math
- +7 more
+36 stars
from 24,072 · score 3.61
42.BlueRingsLabs / no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
- ai-engineering
- course
- data-engineering
- deep-learning
- llm
- machine-learning
- +6 more
+36 stars
from 134 · score 3.61
43.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
+33 stars
from 15,488 · score 3.53
44.mouredev / hello-git
Curso para aprender a trabajar con el sistema de control de versiones Git y la plataforma GitHub desde cero y para principiantes.
+32 stars
from 15,165 · score 3.50
45.wesammustafa / Claude-Code-Everything-You-Need-to-Know
Claude Code guide in three levels, Beginner to Advanced: hands-on lessons with checked exercises, every volatile fact cited to its source. Independent community guide.
- agent-skills
- agentic-coding
- ai-agents
- anthropic
- anthropic-claude
- best-practices
- +14 more
+31 stars
from 3,494 · score 3.47
46.google / comprehensive-rust
This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.
+27 stars
from 33,468 · score 3.33
47.Hacker0x01 / hacker101
Source code for Hacker101.com - a free online web and mobile security class.
+27 stars
from 14,594 · score 3.33
48.TheOdinProject / curriculum
The open curriculum for learning web development
- ruby
- ruby-on-rails
- html
- css
- javascript
- node
- +4 more
+26 stars
from 13,180 · score 3.30
49.datawhalechina / llm-cookbook
TranslatedAn introductory LLM tutorial for developers, the Chinese version of Andrew Ng's large model course series
- cookbook
- llm
+25 stars
from 24,842 · score 3.26
50.ssloy / tinyrenderer
A brief computer graphics / rendering course
+25 stars
from 24,466 · score 3.26
51.iam-veeramalla / aws-devops-zero-to-hero
AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.
+23 stars
from 11,654 · score 3.18
+20 stars
from 14,622 · score 3.04
53.lib-pku / libpku
TranslatedUnofficial compilation of course materials from your university
+19 stars
from 34,138 · score 3.00
54.microsoft / RustTraining
Beginner, advanced, expert level Rust training material
+19 stars
from 14,974 · score 3.00
55.gustavoguanabara / html-css
Curso de HTML5 e CSS3
+17 stars
from 16,609 · score 2.89
56.federico-busato / Modern-CPP-Programming
Modern C++ Programming Course (C++03/11/14/17/20/23/26)
- cpp
- cpp11
- cpp17
- cpp14
- cpp20
- programming
- +12 more
+16 stars
from 16,261 · score 2.83
57.CodeWithHarry / Sigma-Web-Dev-Course
Source Code for Sigma Web Development Course
+16 stars
from 12,010 · score 2.83
+14 stars
from 11,088 · score 2.71
59.tangyudi / Ai-Learn
TranslatedAI learning roadmap, compiling nearly 200 hands-on cases and projects, with free accompanying teaching materials, for beginners with zero background, focused on job-ready practice! Covers: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular fields
- machine-learning
- deep-learning
- data-analysis
- data-mining
- mathematics
- data-science
- +14 more
+13 stars
from 13,442 · score 2.64
60.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
- pytorch
- tensorflow2
- classification
- object-detection
- bilibili
- deep-learning
- +1 more
+12 stars
from 26,430 · score 2.56
61.Pierian-Data / Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
+11 stars
from 29,822 · score 2.48
62.dabeaz-course / practical-python
Practical Python Programming (course by @dabeaz)
- python
- pythontutorial
- tutorial
+11 stars
from 10,926 · score 2.48
+11 stars
from 6,086 · score 2.48
64.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+9 stars
from 10,749 · score 2.30
+9 stars
from 10,540 · score 2.30
66.1c7 / Crash-Course-Computer-Science-Chinese
TranslatedCrash Course Computer Science (5,090,000 views) (40 episodes in total, each 10 minutes) Translation completed in 2018. The comment section has a lot of praise
- cs
- computer-science
- crash-course
+8 stars
from 10,929 · score 2.20
67.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
+7 stars
from 12,176 · score 2.08
69.antonio-morales / Fuzzing101
An step by step fuzzing tutorial. A GitHub Security Lab initiative
+7 stars
from 3,919 · score 2.08
70.Unity-Technologies / Unity-Robotics-Hub
Central repository for tools, tutorials, resources, and documentation for robotics simulation in Unity.
+7 stars
from 2,602 · score 2.08
71.eecs498-aase / materials
Lecture and lab slides for EECS 498 AASE (Applied Agentic Software Engineering), UMich Fall 2026
+7 stars
from 327 · score 2.08
+6 stars
from 20,034 · score 1.95
+5 stars
from 37,476 · score 1.79
74.jonasschmedtmann / complete-javascript-course
Starter files, final projects, and FAQ for my Complete JavaScript course
- udemy
- starter-files
- javascript-course
+5 stars
from 17,264 · score 1.79
75.pingcap / talent-plan
open source training courses about distributed database and distributed systems
- distributed-systems
- rust
- golang
- talent-plan
- pingcap
- distributed-database
- +1 more
+5 stars
from 11,029 · score 1.79
76.Yorko / mlcourse.ai
Open Machine Learning Course
+5 stars
from 10,770 · score 1.79
77.aphyr / distsys-class
Class materials for a distributed systems lecture series
+5 stars
from 10,388 · score 1.79
78.JdeRobot / RoboticsAcademy
Learn Robotics with JdeRobot
- robotics
- robotics-programming
- gazebo
- ros
- computer-vision
- hacktoberfest
+5 stars
from 504 · score 1.79
79.oxford-cs-deepnlp-2017 / lectures
Oxford Deep NLP 2017 course
+4 stars
from 15,844 · score 1.61
80.hiteshchoudhary / chai-aur-react
chai aur react series on youtube
+4 stars
from 13,124 · score 1.61
81.ardanlabs / service
Starter-kit for writing services in Go using Kubernetes.
+4 stars
from 4,129 · score 1.61
82.scipy-lectures / scientific-python-lectures
Tutorial material on the scientific Python ecosystem
+4 stars
from 3,224 · score 1.61
83.lvgalvao / ImersaoControlTower
The repository host gives no description.
+4 stars
from 150 · score 1.61
84.jackfrued / Python-Core-50-Courses
Translated50 Lessons on Python Language Basics
+3 stars
from 12,637 · score 1.39
85.DeathKing / Learning-SICP
TranslatedA project to localize the MIT open video course "Structure and Interpretation of Computer Programs" into Chinese, and a collection of course study materials.
- sicp
- scheme
- functional-programming
- compiler-principles
- interpreters
- open-course
+3 stars
from 11,295 · score 1.39
86.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+3 stars
from 11,012 · score 1.39
+3 stars
from 4,568 · score 1.39
88.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+2 stars
from 17,167 · score 1.10
89.FreeCodeCampChina / freecodecamp.cn
FCC China open source codebase and curriculum. Learn to code and help nonprofits.
+1 stars
from 37,789 · score 0.69
90.londonappbrewery / Flutter-Course-Resources
Learn to Code While Building Apps - The Complete Flutter Development Bootcamp
+1 stars
from 10,523 · score 0.69
91.workshopper / learnyounode
Learn You The Node.js For Much Win! An intro to Node.js via a set of self-guided workshops.
- workshopper
- nodeschool
- nodejs
- learn-to-code
- learning-by-doing
+1 stars
from 7,381 · score 0.69
92.stackgl / shader-school
:mortar_board: A workshopper for GLSL shaders and graphics programming
+1 stars
from 4,412 · score 0.69
+1 stars
from 135 · score 0.69