Curated list of project-based tutorials
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Aug 15, 2024
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Tutorial
A tutorial, in education, is a method of transferring knowledge and may be used as a part of a learning process. More interactive and specific than a book or a lecture, a tutorial seeks to teach by example and supply the information to complete a certain task.
Here are 18,975 public repositories matching this topic...
A collection of awesome things regarding React ecosystem
react javascript awesome tutorial typescript react-native react-tutorial samples awesome-list react-apps
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Dec 6, 2024
🚀✨ Help beginners to contribute to open source projects
open-source tutorial contribution beginner beginner-friendly contributions-welcome contribute good-first-issue good-first-pr good-first-contribution
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Aug 29, 2025
100 Days of ML Coding
python machine-learning tutorial deep-learning svm linear-regression scikit-learn linear-algebra machine-learning-algorithms naive-bayes-classifier logistic-regression implementation support-vector-machines 100-days-of-code-log 100daysofcode infographics siraj-raval siraj-raval-challenge
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Dec 29, 2023
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
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Jul 26, 2024 - Jupyter Notebook
An advanced guide to learn English which might benefit you a lot 🎉 . 离谱的英语学习指南/英语学习教程。
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Jul 13, 2024 - HTML
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...
python tutorial mongodb frontend backend python3 openai reflex fastapi gpt-3 openai-api gpt-4 chatgpt chatgpt-api
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Aug 11, 2025 - Python
Mostly adequate guide to FP (in javascript)
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Sep 17, 2024 - JavaScript
A brief computer graphics / rendering course
learning c-plus-plus fun tutorial opengl cpp shaders picture graphics software-rendering engine rendering images computer-graphics pixels rasterizer rendering-engine rendering-pipeline 3d 3d-graphics
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Aug 29, 2025 - C++
100-Days-Of-ML-Code中文版
python machine-learning tutorial deep-learning tensorflow keras jupyter-notebook supervised-learning unsupervised-learning chinese-simplified infographics 100-days-of-ml-code
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Apr 6, 2022 - Jupyter Notebook
TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS
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Jan 18, 2023
Best Practices on Recommendation Systems
python kubernetes data-science machine-learning tutorial ai deep-learning rating jupyter-notebook artificial-intelligence ranking recommender recommendation-system recommendation-engine recommendation recommendation-algorithm operationalization
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Aug 28, 2025 - Python
🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack.
react redux javascript heroku bootstrap flow tutorial webpack yarn react-router eslint stack jest socket-io nodemon pm2 server-side-rendering jss immutablejs sinon
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Jun 5, 2024 - JavaScript
❤️ 1000+ Hand-Crafted Go Examples, Exercises, and Quizzes. 🚀 Learn Go by fixing 1000+ tiny programs.
go golang tutorial course patterns best-practices idioms exercise design-patterns project learn-to-code quizzes exercises learning-by-doing learning-golang golang-examples learn-go learning-go idiomatic-go patterns-go
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Jun 24, 2025 - Go
Modern Java - A Guide to Java 8
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Aug 11, 2023 - Java
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
audio learning tutorial compression h264 video ffmpeg hls guide handson dash codec video-codec h265 adaptive-streaming arithmetic-coding vp9 bitstream av1 frame-types
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Sep 7, 2023 - Jupyter Notebook
《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 tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning bert diffusion self-attention network-compression chatgpt leedl-tutorial
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Jun 13, 2025 - Jupyter Notebook
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