MLOps maturity assessment

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

Learn how to design, develop, deploy and iterate on production-grade ML applications.

A detailed summary of "Designing Machine Learning Systems" by Chip Huyen. This book gives you and end-to-end view of all the steps required to build AND OPERATE ML products in production. It is a m…

Using Kafka-Python to illustrate a ML production pipeline

TorchServe+Streamlit for easily serving your HuggingFace NER models

The Fuzzy Labs guide to the universe of open source MLOps

CLI tool and Kubernetes Controller for building, testing and deploying MCP servers

Everything you need to know about LLM inference

Git Based Memory Storage for Conversational AI Agent

MLX: An array framework for Apple silicon

Examples in the MLX framework

Run LLMs with MLX

Ollama Python library

The Triton TensorRT-LLM Backend

GPU cluster manager for optimized AI model deployment

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Sample .prompt files to use with Continue