Learn how DevOps Engineers can use Gen AI to enhance their productivity in day to day tasks.

Free MLOps course from DataTalks.Club

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

This is a repo with links to everything you'd ever want to learn about data engineering

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

A repository for all ZenML projects that are specific production use-cases.

Codes to complement YouTube videos and blog posts on Medium.

Repository with code examples of mlflow

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

This project(RAG) focuses on operationalizing LLMs by integrating OpenAI, MLflow, FastAPI, and RAGAS for evaluation. It allows users to deploy and manage LLMs, track model runs, and log evaluation …

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

Course Files for Complete Python 3 Bootcamp Course on Udemy

Demo for mlflow and dagshub

customer-satisfaction

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.

100+ Python challenging programming exercises

Terraform Tutorial with all the Live Example

Azure MLOps

A curated list of references for MLOps