Learning-resources projects on GitHub

1. 1
   #1 · sindresorhus/awesome

   awesome

   It is 'awesome', the original curated directory of awesome lists maintained by Sindre Sorhus: a hand-picked index of lists about all kinds of interesting topics, from programming languages and platforms to gaming, security, and business.

   520.2K
2. 2
   #2 · EbookFoundation/free-programming-books

   free-programming-books

   It is a huge, community-maintained list of freely available programming books and other learning resources in many human languages; it started as a clone of a famous StackOverflow list and has grown to become one of GitHub's most popular repositories.

   399.2K
3. 3
   #3 · practical-tutorials/project-based-learning

   project-based-learning

   A curated list of programming tutorials where you learn by building a real application from scratch.

   287K

4. 4

   javascript-algorithms

   196.7Ktrekhleb/javascript-algorithms · JavaScript

   A large collection of JavaScript implementations of classic algorithms and data structures, where each one has its own folder with code, tests, and a README explaining the theory and further reading links.

   • tree
   • algorithms-implemented
   • sorting-algorithms
   • coding-interview
5. 5

   Python-100-Days

   187.2Kjackfrued/Python-100-Days · Jupyter Notebook

   A free, day-by-day Python curriculum by Luo Hao (骆昊) that takes a complete beginner through 100 days of lessons covering core language fundamentals, file and database handling, web development with Django, web scraping, data analysis, and machine learning.

   • selenium
   • django
   • pandas
   • scraping
6. 6

   30-seconds-of-code

   129.2KChalarangelo/30-seconds-of-code · JavaScript

   30 seconds of code is a collection of short coding articles, each with code snippets, an explanation and examples, published on the project's own website.

   • es6-javascript
   • learn-to-code
   • snippets
   • astro
7. 7

   every-programmer-should-know

   100.5Kmtdvio/every-programmer-should-know

   A curated, highly opinionated collection of technical resources — articles, books, videos and papers — covering things every software developer should know, from algorithms and data structures to security, architecture and career advice.

   • educational
   • software-engineering
   • english
   • collection
8. 8

   app-ideas

   98.2Kflorinpop17/app-ideas

   A curated collection of application ideas you can build to practice coding, organized into beginner, intermediate, and advanced tiers with detailed specs for each project.

   • practice
   • coding
   • beginner-friendly
   • css
9. 9

   awesome-courses

   71.9Kprakhar1989/awesome-courses

   It is a curated list of free, high-quality computer science courses from universities around the world, each one making its lecture materials, assignments, notes and readings available online.

   • compilers
   • courses
   • university
   • computer-graphics
10. 10

    up

    68.8Kbyoungd/up · JavaScript

    An open, continuously updated book on lifelong learning in the AI era: it starts from learning English and expands into AI learning, real projects, startup failure and recovery.

    • self-improvement
    • english-learning
    • personal
    • language-learning
11. 11

    awesome-nodejs

    67.1Ksindresorhus/awesome-nodejs

    A curated 'awesome list' of delightful Node.js packages and resources, covering everything from CLI tools and HTTP clients to build tools, databases, and learning materials.

    • catalog
    • package-manager
    • node
    • awesome
12. 12

    interviews

    65.3Kkdn251/interviews · Java

    A curated study guide for coding interviews, covering data structures, algorithms, greedy algorithms, bitmasks, runtime analysis, plus links to video lectures, interview books, online judges and mock interview platforms.

    • algorithm-competitions
    • coding-interviews
    • interview-practice
    • leetcode-solutions
13. 13

    architect-awesome

    60.8Kxingshaocheng/architect-awesome

    A curated technical roadmap in Chinese for backend engineers aiming to become architects, mapping out data structures, algorithms, concurrency, databases, middleware, and system design.

    • message-queue
    • nginx
    • rpc
    • kafka
14. 14

    awesome-design-patterns

    49.4KDovAmir/awesome-design-patterns

    A curated list of links to resources about software and architecture design patterns, covering everything from language-specific patterns to cloud, serverless, microservices, IoT, big data, ML, databases, DevOps, mobile, front-end and security.

    • object-oriented-programming
    • cloud-computing
    • databases
    • lists
15. 15

    frontend-dev-bookmarks

    47.6Kdypsilon/frontend-dev-bookmarks

    A manually curated collection of links and resources for frontend web developers, organized into topic categories like Appearance, Architecture, Compatibility, Ecosystem, Languages/Protocols/Browser APIs, UI Components, and Workflow.

    • cross-browser
    • functional-programming
    • design-patterns
    • responsive
16. 16

    system-design

    46.6Kkaranpratapsingh/system-design

    It is a free course and ebook that teaches how to design large-scale systems and prepares readers for system design interviews.

    • tech
    • system-design-interview
    • engineering
    • scalability
17. 17

    reactjs-interview-questions

    44.9Ksudheerj/reactjs-interview-questions · JavaScript

    A curated list of over 500 ReactJS interview questions and answers covering core React concepts, hooks, Redux, React Router, and more, meant to help developers prepare for React job interviews.

    • javascript-interview-questions
    • react-router
    • javascript-framework
    • redux
18. 18

    data-engineer-handbook

    44.5KDataExpert-io/data-engineer-handbook · Jupyter Notebook

    A curated handbook of links and resources for learning data engineering: roadmaps, bootcamp materials, books, communities, company tooling lists, blogs, whitepapers, and a directory of data engineering content creators.

    • bigdata
    • data-warehouse
    • data-quality
    • databases
19. 19

    front-end-interview-handbook

    44Kyangshun/front-end-interview-handbook · JavaScript

    A curated collection of front end interview preparation materials, covering interview formats, front end system design, trivia, JavaScript/DOM/algorithm questions, and company-specific question sets.

    • front-end-development
    • front-end
    • system-design
    • interview-questions
20. 20

    claude-howto

    41.9Kluongnv89/claude-howto · Python

    A free, open-source guide to Claude Code: 10 visual tutorial modules with Mermaid diagrams and copy-paste templates that take you from your first slash command to advanced agent setups in 11-13 hours.

    • quiz
    • slash-commands
    • workflows
    • subagents
21. 21

    Deep-Learning-Papers-Reading-Roadmap

    39.6Kfloodsung/Deep-Learning-Papers-Reading-Roadmap · Python

    A curated, structured reading roadmap of landmark deep learning papers, organized to guide a newcomer from history and basics through methods and applications to the state of the art.

    • convolutional-neural-networks
    • deep-neural-networks
    • papers
    • paper
22. 22

    python-cheatsheet

    38.7Kgto76/python-cheatsheet · Python

    A comprehensive reference sheet covering Python syntax, built-in types, standard library modules, and common pip packages, organized into topics like Collections, Data Types, Syntax Rules, System Calls, Data Formats, and Multimedia.

    • cheatsheets
    • cheat-sheet
    • textbook
    • english
23. 23

    prompt-eng-interactive-tutorial

    38.6Kanthropics/prompt-eng-interactive-tutorial · Jupyter Notebook

    This is Anthropic's official interactive tutorial for learning prompt engineering with Claude, teaching how to write effective prompts through lessons and hands-on exercises.

    • educational
    • tool-calling
    • prompt
    • curriculum
24. 24

    ai-engineering-hub

    38.3Kpatchy631/ai-engineering-hub · Jupyter Notebook

    A curated collection of 93+ tutorials and real-world project implementations covering LLMs, RAG systems, and AI agents, organized by difficulty level.

    • ai-engineering
    • retrieval-augmented-generation
    • llms
    • jupyter notebook
25. 25

    interview

    38.2Khuihut/interview · C++

    A large Chinese-language knowledge base summarizing core C/C++ interview topics — language features, STL, data structures, algorithms, operating systems, networking, databases, design patterns, and the linker/loader — aimed at students and job seekers preparing for C/C++ technical interviews.

    • stl
    • interview-practice
    • cheat-sheet
    • leetcode
26. 26

    Coursera-ML-AndrewNg-Notes

    38Kfengdu78/Coursera-ML-AndrewNg-Notes · HTML

    This is Huang Haiguang's personal Chinese-language notes on Andrew Ng's 2014 Stanford/Coursera Machine Learning course, covering every lecture, the slides, and exercise code.

    • neural-networks
    • chinese-language
    • academic
    • course
27. 27

    LLM101n

    37.5Kkarpathy/LLM101n

    LLM101n is a planned course by Andrej Karpathy that walks through building a 'Storyteller' AI language model end-to-end, from basics all the way to a ChatGPT-like web app, implemented from scratch in Python, C and CUDA.

    • attention
    • tokenization
    • rlhf
    • jax
28. 28

    500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

    37.3Kashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

    It is a curated index linking to over 500 external resources, repositories, and tutorials covering AI, machine learning, deep learning, computer vision, and NLP projects with code.

    • deep-learning-tutorial
    • datasets
    • awesome-lists
    • natural-language-processing
29. 29

    wtfpython

    37.1Ksatwikkansal/wtfpython · Python

    A free, hugely popular collection of surprising, counter-intuitive Python snippets, each with its real output and an explanation of what happens under the hood.

    • snippets
    • study-guide
    • python3
    • examples
30. 30

    JavaFamily

    37KAobingJava/JavaFamily

    A massive Chinese-language study guide and interview prep collection for Java developers, covering core computer science, Java internals, frameworks, databases, distributed systems, and real interview questions from major Chinese tech companies.

    • rocketmq
    • zookeeper
    • system
    • resume
31. 31

    og-aws

    36.5Kopen-guides/og-aws · Shell

    A free, community-maintained practical guide to Amazon Web Services — a living reference that consolidates links, tips, gotchas, and best practices, written by engineers who use AWS.

    • cloud-computing
    • community-driven
    • infrastructure
    • aws
32. 32

    How-To-Ask-Questions-The-Smart-Way

    35.9Kryanhanwu/How-To-Ask-Questions-The-Smart-Way · JavaScript

    A Traditional Chinese (繁體中文) translation of Eric S. Raymond and Rick Moen's classic essay 'How To Ask Questions The Smart Way', which teaches programmers how to phrase technical questions so experienced hackers will actually want to answer them.

    • chinese-traditional
    • communication
    • software-engineering
    • translation
33. 33

    the-way-to-go_ZH_CN

    35Kunknwon/the-way-to-go_ZH_CN · Go

    This is the Chinese translation of the Go programming language book 'The Way to Go' by Ivo Balbaert, officially titled 'Go 入门指南' (Go Beginner's Guide) in Chinese.

    • textbook
    • chinese-language
    • ebook
    • programming-language
34. 34

    awesome-ai-research-writing

    34.9KLeey21/awesome-ai-research-writing

    It is a curated collection of academic-writing prompt templates and agent skills, built from the real workflows of researchers at top labs like MSRA and Seed and students from Peking University, USTC and SJTU, to help polish, translate and de-AI-ify research papers written in LaTeX or Word.

    • academic-writing
    • prompt-library
    • ai-writing
    • prompts
35. 35

    libpku

    34.1Klib-pku/libpku · TeX

    A community-curated collection of course materials for Peking University: past exams, slides, notes and course advice, organized by course and free to download. The title literally means 'an unofficial collection of course materials for your school'.

    • courses
    • study
    • tex
    • university
36. 36

    awesome-awesomeness

    33.7Kbayandin/awesome-awesomeness · Ruby

    An index of awesome lists: one page linking to hundreds of topic-specific awesome-* collections — from programming languages to DevOps, security and design — each maintained by its own curator.

    • index
    • collection
    • ruby
    • computer-science
37. 37

    pytorch-tutorial

    32.5Kyunjey/pytorch-tutorial · Python

    This is a collection of PyTorch tutorial code for deep learning researchers, covering models from basics to advanced topics, each implemented in under 30 lines of code where possible.

    • deep-learning-tutorial
    • generative-adversarial-network
    • neural-networks
    • neural-network
38. 38

    self-llm

    32.5Kdatawhalechina/self-llm · Jupyter Notebook

    Self-llm is a Chinese-language tutorial collection that teaches beginners how to configure environments, deploy, and fine-tune (full-parameter or LoRA) 50+ open-source large language models and multimodal models on Linux.

    • deepseek-r1
    • lmstudio
    • chatglm
    • llama3
39. 39

    Blog

    31.1Kmqyqingfeng/Blog

    A Chinese-language frontend blog by developer mqyqingfeng (冴羽), known for its in-depth JavaScript article series; it began in 2017 with four planned series and has since grown far beyond them, collecting 31k+ stars.

    • advanced
    • astro
    • blog
    • es6
40. 40

    os-tutorial

    30.8Kcfenollosa/os-tutorial · C

    A step-by-step tutorial that walks you through building a small operating system from scratch, starting at the boot sector and moving up to a basic kernel.

    • boot
    • assembly
    • x86
    • operating-system
41. 41

    applied-ml

    30.6Keugeneyan/applied-ml

    applied-ml is a curated collection of papers, articles, and tech blogs where companies like Airbnb, Uber, Netflix, Google, and DoorDash share how they run data science and machine learning in production.

    • production
    • anomaly-detection
    • data-quality
    • data-engineering
42. 42

    css-protips

    30.3KAllThingsSmitty/css-protips

    A curated collection of CSS tips and tricks to help developers level up their CSS skills, covering things like resets, flexbox, selectors, and accessibility-aware patterns.

    • flexbox
    • css3
    • responsive
    • cheatsheet
43. 43

    awesome-datascience

    30.2Kacademic/awesome-datascience

    An open-source, community-maintained Data Science repository — essentially a giant curated list of resources (courses, tutorials, algorithms, tools, books, datasets, communities) for learning and applying data science to real-world problems. Around 30k stars, around since 2014.

    • data-mining
    • science
    • mathematics
    • statistics
44. 44

    RAG_Techniques

    29.9KNirDiamant/RAG_Techniques · Jupyter Notebook

    A community-driven hub of advanced techniques for Retrieval-Augmented Generation (RAG) — grounding LLM answers in retrieved documents, distilled into runnable notebook tutorials.

    • llama-index
    • agentic-rag
    • tutorials
    • retrieval-augmented-generation
45. 45

    python-guide

    29.9Krealpython/python-guide · Batchfile

    The Hitchhiker's Guide to Python — a free, opinionated best-practices guidebook about installing, configuring and using Python day to day.

    • batchfile
    • handbook
    • packaging
    • pip
46. 46

    d2l-en

    29.9Kd2l-ai/d2l-en · Python

    An interactive open-source deep learning book that teaches concepts, context, and runnable code together, with examples in multiple frameworks. Its premise: the best way to understand deep learning is learning by doing.

    • recommender-system
    • hyperparameter-optimization
    • mxnet
    • kaggle
47. 47

    awesome-generative-ai-guide

    29.8Kaishwaryanr/awesome-generative-ai-guide · HTML

    A one-stop GitHub hub for generative AI learning: research updates, 90+ free courses, code notebooks, and interview prep materials, all organized around one question — what do you want to do with AI?

    • jupyter-notebook
    • llms
    • papers
    • interview-questions
48. 48

    90DaysOfDevOps

    29.8KMichaelCade/90DaysOfDevOps · Shell

    A structured learning curriculum for DevOps that grew out of a personal 90-day public learning challenge, now covering principles, processes, tooling, and real-world use cases like Kubernetes, Terraform, and Ansible.

    • ansible
    • terraform
    • devsecops
    • community
49. 49

    Complete-Python-3-Bootcamp

    29.8KPierian-Data/Complete-Python-3-Bootcamp · Jupyter Notebook

    This repo holds the Jupyter Notebook course files that accompany the paid 'Complete Python 3 Bootcamp' course on Udemy, covering Python 3 basics through hands-on exercises.

    • notebook
    • beginner
    • tutorials
    • educational
50. 50

    h4cker

    29.8KThe-Art-of-Hacking/h4cker · Jupyter Notebook

    A curated collection of thousands of cybersecurity resources — references, scripts, tools, code, labs, and training material — maintained by Omar Santos as a companion to his books, video courses, and live training.

    • cloud-security
    • vulnerability-management
    • vulnerability-research
    • certification
51. 51

    Python-programming-exercises

    29.8Kzhiwehu/Python-programming-exercises

    A collection of more than 100 Python programming exercises and mini-challenges for practicing coding skills.

    • challenge
    • practice
    • study
    • exercises
52. 52

    Hands-On-Large-Language-Models

    29.7KHandsOnLLM/Hands-On-Large-Language-Models · Jupyter Notebook

    The official code repo for the O'Reilly book 'Hands-On Large Language Models', known as the Illustrated LLM Book. It contains a Jupyter notebook for each of the book's 12 chapters.

    • text-classification
    • classification
    • llms
    • semantic-search
53. 53

    JavaScript30

    29.3Kwesbos/JavaScript30 · HTML

    This is Wes Bos's free '30 Day Vanilla JS Challenge': a collection of 30 small projects that teach JavaScript, HTML and CSS fundamentals without any frameworks or libraries, one project per day.

    • challenge
    • vanilla-javascript
    • html5
    • dom
54. 54

    swift-algorithm-club

    29.1Kkodecocodes/swift-algorithm-club · Swift

    Swift Algorithm Club is a community-maintained collection of implementations of popular algorithms and data structures written in Swift, each paired with a detailed explanation of how it works.

    • coding-interview
    • interview-questions
    • data-structures
    • interview
55. 55

    awesome-deep-learning

    29.1KChristosChristofidis/awesome-deep-learning

    A curated GitHub list of deep learning tutorials, projects and communities, with about 29,000 stars. It's a jumping-off point for learning the field, not software you run.

    • deep-learning-tutorial
    • tutorials
    • books
    • english
56. 56

    es6features

    29Klukehoban/es6features

    A one-page overview of ECMAScript 6 (ES2015) — the major update to JavaScript and the first since ES5 was standardized in 2009.

    • standards
    • specification
    • es6
    • cheatsheet
57. 57

    machine-learning-for-software-engineers

    28.9KZuzooVn/machine-learning-for-software-engineers

    A free multi-month self-study curriculum that takes a working software engineer from mobile development to a machine learning engineer job, built as a GitHub checklist of articles, books, courses and competitions.

    • kaggle
    • r
    • machine-learning-algorithms
    • roadmap
58. 58

    linkedin-skill-assessments-quizzes

    28.9KEbazhanov/linkedin-skill-assessments-quizzes · Python

    A free, open-source reference of answers to LinkedIn skill assessment quizzes: questions with the correct answers for tests in JavaScript, React, Python, Git, AWS Lambda, machine learning and more. It has nearly 29,000 GitHub stars.

    • hacktoberfest2020
    • hacktoberfest2023
    • quiz
    • exam
59. 59

    android_guides

    28.3Kcodepath/android_guides

    A crowdsourced collection of guides and cliffnotes covering Android development topics, created by CodePath to help developers learn Android beyond scattered blog posts and outdated tutorials.

    • guides
    • development
    • tutorials
    • android-development
60. 60

    go-patterns

    28.3Ktmrts/go-patterns · Go

    This is a curated collection of idiomatic design and application patterns for the Go (Golang) language, covering classic creational/structural/behavioral patterns plus Go-specific categories like synchronization, concurrency, messaging, stability and anti-patterns.

    • patterns
    • software-architecture
    • design-patterns
    • cheatsheet
61. 61

    Python

    28.3Kwalter201230/Python · Python

    This is a free Python tutorial for complete beginners (小白), covering everything from installation to syntax, OOP, metaclasses, decorators, and modern tooling like pyproject and uv.

    • oop
    • regex
    • beginner
    • python3
62. 62

    Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

    28.2KCamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers · Jupyter Notebook

    An open-source introductory book, Bayesian Methods for Hackers, that teaches Bayesian inference and probabilistic programming in pure Python with PyMC, built around runnable Jupyter notebook chapters.

    • math
    • jupyter
    • jupyter-notebook
    • statistics
63. 63

    awesome-falsehood

    27.8Kkdeldycke/awesome-falsehood

    A curated list of falsehoods programmers believe in: articles collecting assumptions that sound obviously true but break on real-world edge cases, like believing a valid email address has exactly one @ character.

    • time
    • phone-number
    • date
    • identity
64. 64

    javascript-interview-questions

    27.7Ksudheerj/javascript-interview-questions · JavaScript

    A curated list of around 1000 JavaScript interview questions and answers covering core JS plus React, Angular, and Vue topics.

    • javascript-interview-questions
    • coding-interviews
    • coding-interview
    • vanilla-javascript
65. 65

    CS-Books

    27.5Kforthespada/CS-Books

    A free, hand-curated collection of over 1,000 classic computer science books plus the author's own study notes, shared as a single GitHub README.

    • os
    • piracy
    • operating-system
    • ebook
66. 66

    awesome-pentest

    27.4Kenaqx/awesome-pentest

    A curated collection of penetration testing and offensive-security resources: tools, books, courses, conferences and practice targets for authorized security testing.

    • password-cracking
    • wifi-security
    • privilege-escalation
    • ethical-hacking
67. 67

    awesome-low-level-design

    27.4Kashishps1/awesome-low-level-design · Java

    A curated collection of free resources for learning Low Level Design (LLD) / Object-Oriented Design and preparing for LLD interview rounds.

    • uml
    • object-oriented-programming
    • interview-practice
    • coding-interview
68. 68

    hacker-laws

    27.3Kdwmkerr/hacker-laws · HTML

    A curated reference of well-known laws, theories, principles and patterns relevant to software developers and technologists, such as Conway's Law, the CAP Theorem, and the DRY Principle.

    • principles
    • software-engineering
    • coding
    • english
69. 69

    OI-wiki

    26.9KOI-wiki/OI-wiki · TypeScript

    A free, open and continuously updated wiki of competitive programming (OI/ICPC) knowledge: fundamentals, common problem types, solution strategies and tools, collected so beginners can learn systematically instead of digging through scattered articles.

    • handbook
    • competitive-programming
    • textbook
    • community-driven
70. 70

    JCSprout

    26.8KcrossoverJie/JCSprout · Java

    JCSprout ('Java Core Sprout') is a Chinese-language knowledge base of core Java topics: a curated collection of articles on collections, multithreading, JVM internals, distributed systems, frameworks, algorithms and Netty, with over 26k GitHub stars.

    • netty
    • concurrent-programming
    • kafka
    • jvm
71. 71

    system-design-notes

    26.6Kliquidslr/system-design-notes

    A set of study notes summarizing the 'System Design Interview - An Insider's Guide' books (Volumes 1 and 2), covering common system design interview topics chapter by chapter.

    • system-design-interview
    • interview-prep
    • notes
    • system-design
72. 72

    deep-learning-for-image-processing

    26.4KWZMIAOMIAO/deep-learning-for-image-processing · Python

    A video-based deep learning course that walks through classic computer-vision architectures for image classification, object detection, segmentation and keypoint detection, pairing each network with a lecture and runnable code.

    • swin-transformer
    • mask-rcnn
    • tensorflow2
    • instance-segmentation
73. 73

    awesome-deep-learning-papers

    26.2Kterryum/awesome-deep-learning-papers · TeX

    A curated list of the most-cited deep learning papers published between 2012 and 2016, picked as must-read classics across research domains.

    • deep-learning-tutorial
    • tex
    • deep-neural-networks
    • papers
74. 74

    pumpkin-book

    26.1Kdatawhalechina/pumpkin-book

    Pumpkin Book (南瓜书) is a companion study guide that fills in the derivation details Zhou Zhihua's 'Machine Learning' textbook (known as the Watermelon Book, 西瓜书) deliberately left out.

    • math
    • mathematics
    • academic
    • algorithms
75. 75

    Rust

    26.1KTheAlgorithms/Rust · Rust

    A free, open-source collection of classic algorithms implemented in Rust — the Rust volume of TheAlgorithms on GitHub. It exists for education: you read the code to learn how each algorithm works.

    • rust-lang
    • students
    • collection
    • data-structures
76. 76

    en.javascript.info

    25.5Kjavascript-tutorial/en.javascript.info · HTML

    It's the source repository for the Modern JavaScript Tutorial — the English content behind the free online tutorial published at javascript.info.

    • exercises
    • textbook
    • english
    • study-guide
77. 77

    bitcoinbook

    25.3Kbitcoinbook/bitcoinbook · HTML

    This is the complete text of Mastering Bitcoin, a technical book that explains what Bitcoin is and how it works, shared as open source alongside its O'Reilly print and ebook editions.

    • bitcoin
    • reading
    • cryptocurrency
    • ebook
78. 78

    toBeTopJavaer

    25.3Khollischuang/toBeTopJavaer · Java

    To Be Top Javaer (Java工程师成神之路, the Java engineer's path to mastery) is a Chinese-language knowledge base with over 25,000 GitHub stars: it maps out everything a Java developer should learn on the way from beginner to expert, and it doubles as interview preparation.

    • programmer
    • spring
    • notes
    • roadmap
79. 79

    pydata-book

    25Kwesm/pydata-book · Jupyter Notebook

    This is the companion repository of Jupyter notebooks and materials for the book 'Python for Data Analysis' by Wes McKinney, covering pandas, NumPy, and data analysis techniques.

    • ipython
    • notebooks
    • plotting
    • loading
80. 80

    nn-zero-to-hero

    24.8Kkarpathy/nn-zero-to-hero · Jupyter Notebook

    A course by Andrej Karpathy that teaches neural networks from the absolute basics, built around a series of YouTube lectures with accompanying Jupyter notebooks coded live in the videos.

    • karpathy
    • attention-mechanism
    • language-model
    • neural-networks
81. 81

    llm-cookbook

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