:memo: An awesome Data Science repository to learn and apply for real world problems.
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This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
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
If you want to become good at AI engineering & system design, join this newsletter 👇
- computer-science
- interview-questions
- software-engineering
- system-design
Algorithms and data structures in Swift, with explanations!
A complete daily plan for studying to become a machine learning engineer.
- machine-learning
- deep-learning
- artificial-intelligence
- software-engineer
Curated list of Go design patterns, recipes and idioms
- go
- idioms
- patterns
- awesome
Translated🔥🔥Over 1,000 classic computer science books, personal notes, and the resources mentioned in articles I have published on various platforms, etc. The book resources include C/C++, Java, Python, Go, data structures and algorithms, operating systems, backend architecture, computer systems knowledge, databases, computer networks, design patterns, frontend, assembly, and all kinds of interview experience write-ups for campus recruitment and experienced-hire recruitment~
- cs-books
- c
- cpp
- python
Translated:star2: Wiki of OI / ICPC for everyone. (An online walkthrough for a certain large game, containing cool arithmetic magic)
- oi
- oi-handbook
- data-structures
- algorithms
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
💅🏻 ⚒ A collection of awesome design systems
- awesome-list
- design-systems
- pattern-library
- ui-library
All Algorithms implemented in Rust
- rust
- algorithms
- data-structures
- rust-lang
TranslatedList of personally collected books PDF download Baidu Cloud e-book download
A curated list of awesome places to learn and/or practice algorithms.
Minimal examples of data structures and algorithms in Python
- algorithm
- python
- competitive-programming
- data-structure
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
Python programs, usually short, of considerable difficulty, to perfect particular skills.
- python
- python-3
- programming
- practice
Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
This repository consists of the code samples, assignments, and notes for the Java data structures & algorithms + interview preparation bootcamp of WeMakeDevs.
TranslatedChinese translation of 《Designing Data-Intensive Application》 (DDIA), 1st edition / 2nd edition
System design interview for IT companies