Learning & Awesome Lists

101 starred repositories in this area.

101 result(s)

codecrafters-io/build-your-own-x

Master programming by recreating your favorite technologies from scratch.

★ 546k · Markdown · updated 2026-07

Markdownawesome-listfreeprogramming

sindresorhus/awesome

😎 Awesome lists about all kinds of interesting topics [NOTE: Pull requests are temporarily disabled until I have a chance to catch up with the existing ones]

★ 504.2k · — · updated 2026-09

awesomeawesome-listlists

public-apis/public-apis

A collective list of free APIs

★ 477.5k · Python · updated 2026-09

Pythonapiapisdataset

EbookFoundation/free-programming-books

📚 Freely available programming books

★ 396.3k · Python · updated 2026-09

Pythonbookseducationhacktoberfest

donnemartin/system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

★ 368.7k · Python · updated 2026-03

Pythondesigndesign-patternsdesign-system

nilbuild/developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

★ 366.6k · TypeScript · updated 2026-09

TypeScriptangular-roadmapbackend-roadmapblockchain-roadmap

jwasham/coding-interview-university

A complete computer science study plan to become a software engineer.

★ 360.6k · — · updated 2025-08

algorithmalgorithmscoding-interview

TheAlgorithms/Python

All Algorithms implemented in Python

★ 224.4k · Python · updated 2026-09

Pythonalgorithmalgorithm-competitionsalgorithms-implemented

DigitalPlatDev/FreeDomain

Free domain registration and practical DNS learning resources for everyone.

★ 198.2k · Markdown · updated 2026-08

Markdowndigitalplatdnsdns-tutorial

microsoft/generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI

★ 119.4k · Jupyter Notebook · updated 2026-09

Jupyter Notebookaiazurechatgpt

jaywcjlove/awesome-mac

 This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.

★ 113.3k · Swift · updated 2026-09

Swiftappappleapplication

Anduin2017/HowToCook

Programmer's guide about how to cook at home.

★ 102.2k · — · updated 2026-09

chinesecookbookcooking

ByteByteGoHq/system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

★ 89k · — · updated 2025-04

awscloud-computingcoding-interviews

mlabonne/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

★ 82.4k · — · updated 2026-02

courselarge-language-modelsllm

dair-ai/Prompt-Engineering-Guide

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

★ 78.1k · MDX · updated 2026-03

MDXagentagentsai-agents

PKUFlyingPig/cs-self-learning

计算机自学指南

★ 75.5k · HTML · updated 2026-09

HTML

binhnguyennus/awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

★ 73.8k · — · updated 2026-01

architectureawesomeawesome-list

karanpratapsingh/system-design

Learn how to design systems at scale and prepare for system design interviews

★ 46k · — · updated 2026-07

architecturedistributed-systemsengineering

ashishps1/awesome-system-design-resources

Learn System Design concepts and prepare for interviews using free resources.

★ 41.2k · Java · updated 2026-02

Javaawesomebackendcomputer-science

kilimchoi/engineering-blogs

A curated list of engineering blogs

★ 38.6k · Ruby · updated 2024-08

Rubyengineering-blogslistsprogramming-blogs

karpathy/LLM101n

LLM101n: Let's build a Storyteller

★ 37.5k · — · updated 2024-08

archived

linshenkx/prompt-optimizer

An AI prompt optimizer for writing better prompts and getting better AI results.

★ 34.3k · TypeScript · updated 2026-08

TypeScriptai-promptsai-toolsllm

aishwaryanr/awesome-generative-ai-guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

★ 29.3k · HTML · updated 2026-09

HTMLawesomeawesome-listgenerative-ai

HandsOnLLM/Hands-On-Large-Language-Models

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

★ 29k · Jupyter Notebook · updated 2026-04

Jupyter Notebookartificial-intelligencebooklarge-language-models

datawhalechina/llm-cookbook

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

★ 24.6k · Jupyter Notebook · updated 2025-06

Jupyter Notebookcookbookllm

Vonng/ddia

《Designing Data-Intensive Application》DDIA 第一版 / 第二版 中文翻译

★ 23.5k · Python · updated 2026-08

Pythonbookdatabaseddia

InterviewReady/system-design-resources

These are the best resources for System Design on the Internet

★ 18.5k · — · updated 2025-07

cachefault-tolerancescalability

bleedline/aimoneyhunter

ai副业赚钱大集合,教你如何利用ai做一些副业项目,赚取更多额外收益。The Ultimate Guide to Making Money with AI Side Hustles: Learn how to leverage AI for some cool side gigs and rake in some extra cash. Check out the English version for more insights.

★ 18.1k · — · updated 2025-10

SimplifyJobs/New-Grad-Positions

A collection of full time roles in SWE, Quant, and PM for new grads.

★ 17.9k · — · updated 2026-09

applicationscoderquadcollege

Infrasys-AI/AISystem

AISystem 主要是指AI系统,包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

★ 17.8k · Jupyter Notebook · updated 2025-09

Jupyter Notebookaiaiinfraaisys

google-gemini/cookbook

Examples and guides for using the Gemini API

★ 17.8k · Jupyter Notebook · updated 2026-09

Jupyter Notebookgeminigemini-api

chiphuyen/aie-book

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

★ 17.4k · Jupyter Notebook · updated 2026-07

Jupyter Notebook

sparanoid/chinese-copywriting-guidelines

Chinese copywriting guidelines for better written communication/中文文案排版指北

★ 15.7k · — · updated 2026-07

chinesechinese-simplifiedchinese-traditional

naklecha/llama3-from-scratch

llama3 implementation one matrix multiplication at a time

★ 15.2k · Jupyter Notebook · updated 2024-05

Jupyter Notebook

Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies

This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are organized to help you easily find relevant case studies based on industry or specific ML use cases.

★ 11k · — · updated 2025-08

KalyanKS-NLP/llm-engineer-toolkit

A curated list of 120+ LLM libraries category wise.

★ 10.8k · — · updated 2026-08

ai-engineergenerative-ailarge-language-models

svcvit/Awesome-Dify-Workflow

分享一些好用的 Dify DSL 工作流程,自用、学习两相宜。 Sharing some Dify workflows.

★ 10.8k · — · updated 2026-03

dair-ai/ML-Papers-Explained

Explanation to key concepts in ML

★ 8.6k · — · updated 2025-06

PKUFlyingPig/Self-learning-Computer-Science

the resources I use to learn computer science in my spare time

★ 4.9k · — · updated 2023-02

AndrewStetsenko/tech-jobs-with-relocation

All-in-one guide to getting a tech job abroad 🌎

★ 4.5k · — · updated 2026-08

abroadhiringjob-search

npubird/KnowledgeGraphCourse

东南大学《知识图谱》研究生课程

★ 4.5k · — · updated 2025-04

km1994/nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

★ 4k · C++ · updated 2023-08

C++attentionbertentity-recognition

google-gemma/cookbook

A collection of guides and examples for the Gemma open models from Google.

★ 4k · Jupyter Notebook · updated 2026-09

Jupyter Notebookcodegemmagemmapaligemma

mhagiwara/100-nlp-papers

100 Must-Read NLP Papers

★ 3.8k · — · updated 2021-07

MIT-LCP/mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

★ 3.4k · Jupyter Notebook · updated 2026-09

Jupyter Notebookcritical-careicumimic-iii

hefengxian/my-ielts

雅思词汇真经、雅思语法、听力 179、阅读 538 同义替换等。Everything during preparing for my IELTS exam.

★ 3.2k · Vue · updated 2026-08

Vueieltsielts-examielts-listening

presmihaylov/booknotes

A collection of my book notes on various subjects, mainly computer science

★ 3.1k · Java · updated 2026-06

Javabooknotesbooks

huggingface/cookbook

Open-source AI cookbook

★ 2.7k · Jupyter Notebook · updated 2026-08

Jupyter Notebook

underlines/awesome-ml

Curated list of useful LLM / Analytics / Datascience resources

★ 2.7k · — · updated 2025-04

mbzuai-oryx/Awesome-LLM-Post-training

Awesome Reasoning LLM Tutorial/Survey/Guide

★ 2.5k · Python · updated 2026-09

Pythonfinelarge-language-modelspost-training

LichAmnesia/GPT-Prompt-Hub

GPT-Prompt-Hub is an open-source community-driven repository dedicated to the collection, sharing, and refinement of custom GPT prompts

★ 2.4k · — · updated 2026-04

openmedlab/Awesome-Medical-Dataset

Collection of awesome medical dataset resources.

★ 2.1k · — · updated 2025-01

amazon-science/auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

★ 2k · Jupyter Notebook · updated 2024-03

Jupyter Notebookchain-of-thoughtgpt-3gpt3-prompts

AI-in-Health/MedLLMsPracticalGuide

[Nature Reviews Bioengineering🔥] Application of Large Language Models in Medicine. A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)

★ 2k · — · updated 2026-07

ai-in-medicineclinical-ailarge-language-models

geshan/au-companies-providing-work-visa-sponsorship

Australian companies that provide work visa (and/or relocation) to their employees (mainly tech).

★ 1.9k · — · updated 2025-11

australiaaustralian-companieshacktoberfest

bytedance/pasa

PaSa -- an advanced paper search agent powered by large language models. It can autonomously make a series of decisions, including invoking search tools, reading papers, and selecting relevant references, to ultimately obtain comprehensive and accurate results for complex scholarly queries.

★ 1.7k · Python · updated 2025-05

Pythonresearch

tomasonjo/blogs

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

★ 1.6k · Jupyter Notebook · updated 2025-12

Jupyter Notebookdata-sciencegraphgraph-algorithms

ChatPRD/lennys-podcast-transcripts

Transcripts from Lenny's Podcast

★ 1.4k · Shell · updated 2026-01

Shell

rasbt/LLM-workshop-2024

A 4-hour coding workshop to understand how LLMs are implemented and used

★ 1.1k · Jupyter Notebook · updated 2025-01

Jupyter Notebooklarge-language-modelsllmpytorch

andysingal/llm-course

作者整理的 LLM 課程 notebook 集。

★ 885 · Jupyter Notebook · updated 2026-09

Jupyter Notebook

arpit20adlakha/Computer-Science-Papers-For-System-Design

系統設計必讀的電腦科學經典論文清單。

★ 768 · — · updated 2025-04

gabriben/awesome-generative-information-retrieval

生成式資訊檢索的論文與資源精選清單。

★ 729 · — · updated 2025-10

aichatgptdeep-learning

shams-imran/books

作者蒐集的電子書合集。

★ 697 · — · updated 2026-06

dswh/ai-engineer-roadmap

A roadmap describing the required skills, learning resources and sample tools to become an AI Engineer

★ 674 · — · updated 2024-06

LennysNewsletter/lennys-newsletterpodcastdata

Public free starter pack for Lenny's Podcast transcripts and Lenny's Newsletter posts, in AI-friendly markdown.

★ 653 · — · updated 2026-09

SpursGoZmy/Awesome-Tabular-LLMs

We collect papers about "large language models (LLM) for table-related tasks", e.g., using LLM for Table QA task. “表格+LLM”相关论文整理

★ 635 · — · updated 2026-04

sadransh/awsome-list-of-cv-and-resume-templetes

a collection of cv and resume styles

★ 538 · — · updated 2022-01

cover-lettercvcv-template

xiyuanzh/awesome-llm-time-series

tracking papers, datasets, and models of "large language model (LLM) for time series"

★ 521 · — · updated 2024-07

amanchadha/coursera-machine-learning-engineering-for-prod-mlops-specialization

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai

★ 498 · Jupyter Notebook · updated 2023-11

Jupyter Notebook

johnnyhwu/Awesome-LLM-Tabular

Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data

★ 429 · — · updated 2026-04

awesomelarge-language-modelstabular-data

ywchiu/largitdata

LargitData Course Material

★ 387 · Jupyter Notebook · updated 2025-06

Jupyter Notebook

lucy-cxy/oss-investment-scorecard

A structured 5-dimension scoring framework for evaluating open-source AI projects from a VC investment perspective. Maintained by Lucy Chen, EIR at Zoo Capital (Singapore, $2B+ AUM).

★ 340 · — · updated 2026-04

onejune2018/Awesome-Medical-Healthcare-Dataset-For-LLM

A curated list of popular Datasets, Models and Papers for LLMs in Medical/Healthcare

★ 333 · — · updated 2024-06

patrickloeber/workshop-build-with-gemini

Workshop: Build with Gemini

★ 321 · Jupyter Notebook · updated 2025-07

Jupyter Notebook

WTFAcademy/WTF-Langchain

WTF Academy 的 LangChain 極簡中文入門教程。

★ 315 · Jupyter Notebook · updated 2023-11

Jupyter Notebook

suzgunmirac/dynamic-cheatsheet

Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory

★ 276 · Python · updated 2026-03

Python

zhpmatrix/PaperReading

每天阅读过的论文的简要笔记

★ 215 · — · updated 2025-08

paper-readingpaper-weekly

GAIR-NLP/cognition-engineering

Generative AI Act II: Test Time Scaling Drives Cognition Engineering

★ 214 · Python · updated 2025-04

Python

glutanimate/wordlist-medicalterms-en

Dictionary of English medical terms for LibreOffice/OpenOffice/Android/Word

★ 205 · — · updated 2021-06

Penny777btc/lenny-podcast-chinese

297 期 Lenny's Podcast 中文深度分析 + 双语逐字稿

★ 179 · — · updated 2026-01

LingyiChen-AI/boris-prompts

boris-prompts

★ 162 · — · updated 2026-05

apachecn/stanford-cs183-notes

📚 [译] 斯坦福 CS183 系列中文笔记

★ 153 · JavaScript · updated 2022-07

JavaScript

geniusrise/awesome-healthcare-datasets

Healthcare and biomedical datasets, for AI/ML

★ 144 · — · updated 2026-08

awesome-listbiomedicalclinical

dongxiangjue/Awesome-LLM-Self-Improvement

A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large Language Model Inference-Time Self-Improvement.

★ 110 · — · updated 2024-12

doggy8088/gemini-api-cookbook

Gemini API 的指南和範例集合

★ 105 · Jupyter Notebook · updated 2024-12

Jupyter Notebookgemini-apigenerative-aigoogle-ai

qianlima-lab/awesome-lifelong-learning-methods-for-llm

This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)

★ 72 · — · updated 2025-05

continual-learningincremental-learninglarge-language-models

doggy8088/awesome-generative-ai-guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

★ 72 · — · updated 2024-07

jordan-cutler/tech-work-terms

All the funny things you'd only hear at work

★ 64 · — · updated 2025-04

pipecat-ai/voice-ai-primer-web

Pipecat 的語音 AI 入門教材網站原始碼。

★ 61 · HTML · updated 2026-07

HTML

stuser/Awesome_TC_Datasets

Awesome Traditional Chinese Datasets

★ 56 · — · updated 2025-12

Ernyoke/certified-gcp-cloud-engineer

GCP 雲端工程師認證的準備筆記與資源。

★ 54 · — · updated 2023-05

https-deeplearning-ai/sc-agent-governance

deeplearning.ai 的 agent 治理課程教材。

★ 35 · Jupyter Notebook · updated 2026-06

Jupyter Notebook

TGoldsack1/Corpora_for_Lay_Summarisation

This repository contains the two datasets introduced in the paper "Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature" accepted in EMNLP 2022.

★ 28 · — · updated 2024-05

peiwenshen/MIT-6.5840-Labs-Notes-Spring-2024

I independently completed all five labs and wrote additional notes for Labs 1, 2, 3, and 5.

★ 27 · — · updated 2025-10

jobright-ai/2026-Account-New-Grad

Collection of 2026 New Grad Jobs in Accounting and Finance!

★ 15 · — · updated 2026-09

ocftw/ssd

Shield of Self-Defense 資安基礎防禦教材

★ 12 · HTML · updated 2026-08

HTMLcsosecuritysecurity-guide

HECTA-UoM/PLABA-MU

plain language adaptation of biomedical abstract by Manchester United (MMU + UoM) researchers

★ 6 · Jupyter Notebook · updated 2025-08

Jupyter Notebook

Tcc0403/glows-workshop

GLOWS 工作坊的教材 notebook。

★ 4 · Jupyter Notebook · updated 2025-04

Jupyter Notebook

mlibrary/medical-dictionary

Plain language medical dictionary

★ 4 · JavaScript · updated 2026-04

JavaScript

kevin801221/amazing-github-repos-everyday

每天或隔幾天更新在 github 上面最受歡迎的一些 AI 項目。讓大家學習, 集中最新資訊。

★ 3 · — · updated 2026-07

ai-agentsgithubnews

attal-kush/PLABA

Repository for the code to the paper "A Dataset for Plain Language Adaptation of Biomedical Abstracts"

★ 3 · Python · updated 2023-03

Python

中文版