Engineer1999 / A-Curated-List-of-ML-System-Design-Case-StudiesLinks
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.
☆3,636Updated 3 weeks ago
Alternatives and similar repositories for A-Curated-List-of-ML-System-Design-Case-Studies
Users that are interested in A-Curated-List-of-ML-System-Design-Case-Studies are comparing it to the libraries listed below
Sorting:
- Code and Slides☆2,007Updated 3 months ago
- All Stanford Cheatsheets: Artificial Intelligence, Transformers, LLMs, Deep Learning, Machine Learning, Probabilities, Statistics, Algebr…☆670Updated last month
- A database of 450 Machine Learning (ML) system design case studies from 100+ companies.☆552Updated last year
- Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.☆1,428Updated 3 months ago
- VIP cheatsheet for Stanford's CME 295 Transformers and Large Language Models☆2,854Updated last month
- Comprehensive guide to learn RAG from basics to advanced.☆1,093Updated 5 months ago
- A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.☆4,049Updated 2 weeks ago
- This repository contains LLM (Large language model) interview question asked in top companies like Google, Nvidia , Meta , Microsoft & fo…☆1,435Updated 6 months ago
- [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)☆5,613Updated 6 months ago
- Just enough Kubernetes for you to fly☆423Updated 5 months ago
- Projects & Resources to help you become a better AI Developer.☆1,967Updated 2 months ago
- The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices☆4,016Updated 5 months ago
- 👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.☆548Updated 4 months ago
- A comprehensive, curated collection of resources for learning Machine Learning, Deep Learning, and AI☆67Updated 5 months ago
- When Philosophy meets AI☆1,292Updated 3 months ago
- This repository contains Data & AI concepts covered on my Threads page.☆165Updated 4 months ago
- A comprehensive collection of PyTorch tutorials covering essential concepts and applications☆354Updated 2 months ago
- The simplest, most straightforward way to learn ML for free.☆838Updated 2 weeks ago
- Learn AI and LLMs from scratch using free resources☆2,346Updated 2 weeks ago
- ☆357Updated last week
- This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.☆1,125Updated 7 months ago
- learningggggggg 🐳☆545Updated 5 months ago
- This Repo consists the python note books of IITM - Mathematical Foundations for Generative AI Course,☆188Updated 3 weeks ago
- A curated list of 100+ resources for building and deploying generative AI specifically focusing on helping you become a Generative AI Dat…☆1,151Updated 4 months ago
- ☆360Updated last week
- Hands-on tutorials on fine-tuning various LLMs using different fine-tuning techniques☆312Updated 2 months ago
- A curated list of 100+ libraries and frameworks for AI engineers building with LLMs☆1,128Updated 2 weeks ago
- ML from scratch☆2,386Updated 3 weeks ago
- Resources to learn AI☆273Updated last week
- A curated list of data science & AI guided projects to start building your portfolio☆648Updated last year