Machine Learning Systems

LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

pytest plugin for easy integration of memray memory profiler

Memray is a memory profiler for Python

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Free MLOps course from DataTalks.Club

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)