Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
☆5,314Jun 9, 2026Updated 3 months ago
Alternatives and similar repositories for dmls-book
Users that are interested in dmls-book are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.☆3,357Updated this week
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"☆28,988Apr 24, 2026Updated 4 months ago
- 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.☆24,208Updated this week
- Learn how to develop, deploy and iterate on production-grade ML applications.☆49,407Mar 4, 2026Updated 6 months ago
- A one stop repository for generative AI research updates, interview resources, notebooks and much more!☆29,315Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)☆17,366Jul 3, 2026Updated 2 months ago
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆82,437Feb 5, 2026Updated 7 months ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,586Apr 15, 2023Updated 3 years ago
- https://huyenchip.com/ml-interviews-book/☆4,756Mar 21, 2025Updated last year
- 18 Lessons to Get Started Building AI Agents☆74,277Aug 27, 2026Updated last week
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed not…☆29,417Updated this week
- Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.☆18,948Feb 11, 2026Updated 6 months ago
- End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.☆21,434Updated this week
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆9,623Sep 2, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Machine Learning Systems☆28,167Updated this week
- This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights …☆10,981Aug 5, 2025Updated last year
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,810Aug 31, 2023Updated 3 years ago
- A curated list of references for MLOps☆14,189Nov 21, 2024Updated last year
- Code Repository for Machine Learning with PyTorch and Scikit-Learn☆54May 14, 2022Updated 4 years ago
- Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort☆15,262Updated this week
- Neural Networks: Zero to Hero☆24,317Aug 18, 2024Updated 2 years ago
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆104,644Sep 1, 2026Updated last week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,400Aug 16, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.☆78,139Mar 11, 2026Updated 5 months ago
- The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices☆5,320Apr 22, 2026Updated 4 months ago
- ☆8,858Jun 5, 2026Updated 3 months ago
- ☆8,913Sep 22, 2024Updated last year
- Learn AI and LLMs from scratch using free resources☆6,014Feb 5, 2026Updated 7 months ago