Machine Learning In Production (MLOps)

Free MLOps course from DataTalks.Club

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

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

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

MLOps for DevOps Engineers - A hands-on, project-based guide to Machine Learning Operations

MLOps using Azure ML Services and Azure DevOps

Build MLOps Pipelines in Minutes

Learn how to create, develop, and maintain a state-of-the-art MLOps code base

Notebooks and Code about Generative Ai, LLMs, MLOPS, NLP , CV and Graph databases

Blackdagger is a DAG based automation tool specifically used in DevOps, DevSecOps, MLOps, MLSecOps, and Continuous Red Teaming (CART).