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O'Reilly Books — GitHub Code Repos & Resources
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downloadO'Reilly Books — GitHub Code Repos & Resources
Curated for your Obsidian vault topics: AI/LLM · Go · Rust · Python · DSA · SQL · Frontend · Terminal · Full-Stack Last updated: 2026-05-10
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AI & Machine Learning
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Hands-On Large Language Models | HandsOnLLM/Hands-On-Large-Language-Models | 26k | Official O'Reilly repo — LLMs, embeddings, RAG, transformers (Jupyter) |
| Developing Apps with GPT-4 and ChatGPT (2nd ed.) | GitHub search | — | Code examples for OpenAI API, agentic patterns |
| Practical Deep Learning for Cloud, Mobile & Edge | PracticalDL/Practical-Deep-Learning-Book | 800 | Official O'Reilly repo — TensorFlow, Keras, edge deployment |
| Practical MLOps | paiml/practical-mlops-book | 957 | MLOps pipelines, cloud, Python |
| Building Machine Learning Pipelines | Building-ML-Pipelines/building-machine-learning-pipelines | — | TFX, TensorFlow Serving, Vertex AI |
| Machine Learning for High-Risk Applications | ml-for-high-risk-apps-book/Machine-Learning-for-High-Risk-Applications-Book | 108 | Explainable AI, responsible ML |
| Practical Natural Language Processing | practical-nlp/practical-nlp-code | 1.4k | NLP, transformers, BERT (Jupyter) |
| Hands-On Machine Learning with Scikit-Learn, Keras & TF | ageron/handson-ml3 | 28k+ | Classic ML/DL O'Reilly book — highly recommended |
Connects to your vault:
concepts/ai-ml/agentic-design-patterns·concepts/ai-ml/chatbot-gemini·concepts/ai-ml/dify-platform
Rust
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Programming Rust (2nd ed.) | ProgrammingRust/examples | 1.2k | Official O'Reilly repo — full example programs |
| Programming Rust — Mandelbrot | ProgrammingRust/mandelbrot | 224 | Concurrency in Rust |
| Programming Rust — Search Engine | ProgrammingRust/fingertips | 111 | Inverted index (connects to your DSA/Perl notes!) |
| Programming Rust — Async Chat | ProgrammingRust/async-chat | — | Async/await patterns in Rust |
| Rust for Enterprise MLOps (O'Reilly) | nogibjj/rust-tutorial | 42 | Rust + MLOps tutorial |
Connects to your vault:
concepts/languages/rust-ruby·synthesis/language-comparison
Go
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Learning Go (2nd ed.) — Jon Bodner | learning-go-book-2e | — | Official O'Reilly org — idiomatic Go, generics |
| Learning Go (1st ed.) | learning-go-book | — | 18 repos, chapter-by-chapter |
| Head First Go | headfirstgo.com + quattroformaggi/HeadFirstGo | 10 | Brain-friendly intro by Jay McGavren |
| Cloud Native Go | cloud-native-go/examples | 421 | O'Reilly — Go microservices, cloud patterns |
| Go Interpreter (Writing an Interpreter in Go) | ryokosuge/go-monkey | 10 | O'Reilly — build your own interpreter in Go |
| The Go Programming Language (Donovan & Kernighan) | adonovan/gopl.io | 6k+ | Official code for the definitive Go book |
Connects to your vault:
concepts/languages/go-lang·synthesis/language-comparison
Python
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Fluent Python (2nd ed.) | fluentpython/example-code-2e | 12k+ | Official — advanced Pythonic patterns |
| Python for Excel | fzumstein/python-for-excel | 753 | Official O'Reilly repo — xlwings, openpyxl |
| High Performance Python (2nd ed.) | mynameisfiber/high_performance_python_2e | 459 | Official — profiling, Cython, async |
| Python Polars: The Definitive Guide | jeroenjanssens/python-polars-the-definitive-guide | 317 | Official — Polars DataFrames |
| O'Reilly Animal Books for Python (collection) | Jianhua-Wang/oreilly-animal-books-for-Python | 343 | Aggregated Python book list with links |
| Data Science at the Command Line | jeroenjanssens/data-science-at-the-command-line | 4k | Official — bash/terminal for data science |
Connects to your vault:
concepts/ai-ml/chatbot-gemini·concepts/systems/sql-databases
JavaScript & Frontend
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Head First Design Patterns | GitHub search oreilly-books Java | — | Classic OOP patterns — Java (also JS concepts) |
| Learning React | moonhighway/learning-react | 3k+ | Official O'Reilly — React hooks, state management |
| JavaScript: The Definitive Guide | davidflanagan/jstdg7 | — | Official O'Reilly — David Flanagan's definitive JS reference |
| TypeScript Cookbook | GitHub oreilly TypeScript | — | O'Reilly TypeScript examples |
Connects to your vault:
concepts/systems/frontend·concepts/systems/fullstack-roadmap
SQL & Databases
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Learning SQL (3rd ed.) — Alan Beaulieu | benzhemin/learn-SQL | — | O'Reilly — MySQL-based, Sakila DB examples |
| Head First SQL — Lynn Beighley | RobertKalo/HeadFirstSQL | — | Brain-friendly SQL intro |
| Getting Started with SQL | tthibo/SQL-Tutorial | 2k+ | O'Reilly — beginner hands-on SQL |
Connects to your vault:
concepts/systems/sql-databases·sources/SQL
Systems, APIs & Full-Stack
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Building Microservices (Sam Newman) | building-microservices | — | O'Reilly — REST, gRPC, service design |
| Designing Data-Intensive Applications (DDIA) | ept/ddia-references | 2k+ | Reference links for Kleppmann's DDIA (O'Reilly) |
| RESTful Web APIs | restfulwebapis/restful_web_apis | — | O'Reilly — REST, hypermedia, API design |
| Flask Web Development (2nd ed.) | miguelgrinberg/flasky | 9k+ | Official O'Reilly — Flask, SQLAlchemy, REST API |
Connects to your vault:
concepts/systems/api-types·concepts/systems/fullstack-roadmap·concepts/systems/sql-databases
C / C++ / Java / Perl
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Head First Java (3rd ed.) | bethrobson/Head-First-Java | 2k+ | Official O'Reilly — OOP, Java fundamentals |
| Head First Kotlin | LostKatana/Head-First-Kotlin | 10 | O'Reilly — Kotlin basics |
| C++ Today (free PDF) | oreilly.com free | — | Free O'Reilly PDF — modern C++ |
| Learning Perl (7th ed.) | briandfoy/learning-perl-solutions | — | O'Reilly — the classic "Llama Book" for Perl |
Connects to your vault:
concepts/languages/c-and-cpp·concepts/languages/java-nodejs·concepts/languages/perl
Terminal, Tools & Shell
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Data Science at the Command Line | jeroenjanssens/data-science-at-the-command-line | 4k | bash, jq, curl, gnuplot — terminal workflows |
| Learning the bash Shell | O'Reilly page | — | Classic O'Reilly shell scripting |
| Classic Shell Scripting | O'Reilly page | — | Shell scripting fundamentals |
Connects to your vault:
concepts/tools/terminal-commands·concepts/tools/atuin·concepts/tools/fzf
DSA & Algorithms
| Book | GitHub Repo | Stars | Notes |
|---|---|---|---|
| Grokking Algorithms (Aditya Bhargava) | egonSchiele/grokking_algorithms | 10k+ | O'Reilly/No Starch — illustrated DSA in Python |
| Algorithms in a Nutshell | heineman/LearningAlgorithms | — | O'Reilly — Java code for DSA patterns |
| Introduction to Algorithms (CLRS companion) | gzc/CLRS | 20k+ | Community CLRS solutions — pairs well with O'Reilly DSA books |
Connects to your vault:
synthesis/language-comparison
Free O'Reilly PDFs & Tools
| Resource | Link | Notes |
|---|---|---|
| Free O'Reilly Books list | mohnkhan/Free-OReilly-Books | PDF/EPUB links for free O'Reilly titles |
| oBooks downloader | jenni/obooks | Download O'Reilly books as EPUB (requires membership) |
| orly (EPUB downloader) | hurlenko/orly | Rust-based O'Reilly EPUB downloader |
| O'Reilly Free Trial | learning.oreilly.com/register | 10-day free trial — full library access |
| O'Reilly GitHub topic | github.com/topics/oreilly | Browse 118+ tagged O'Reilly repos |
| O'Reilly Books GitHub topic | github.com/topics/oreilly-books | Browse 46 official code repos |
Cross-References with Your Obsidian Vault
| Your Note | Recommended O'Reilly Book |
|---|---|
concepts/ai-ml/agentic-design-patterns | Hands-On LLMs · Developing Apps with GPT-4 |
concepts/ai-ml/local-llm-ollama | Practical MLOps · Building ML Pipelines |
concepts/ai-ml/apple-mlx | Practical Deep Learning (edge/mobile chapter) |
concepts/languages/rust-ruby | Programming Rust (2nd ed.) |
concepts/languages/go-lang | Learning Go (2nd ed.) · The Go Programming Language |
concepts/languages/c-and-cpp | C++ Today (free PDF) |
concepts/languages/java-nodejs | Head First Java (3rd ed.) |
concepts/languages/perl | Learning Perl (7th ed.) — "Llama Book" |
concepts/dsa/dsa-sheet | Grokking Algorithms · Algorithms in a Nutshell |
concepts/systems/api-types | RESTful Web APIs · Building Microservices |
concepts/systems/sql-databases | Learning SQL (3rd ed.) · Head First SQL |
concepts/systems/frontend | Learning React · JavaScript: The Definitive Guide |
concepts/tools/terminal-commands | Data Science at the Command Line · Classic Shell Scripting |
concepts/systems/fullstack-roadmap | Flask Web Development · Designing Data-Intensive Apps |
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