pathikg/MLOps-Zoomcamp-DataTalks

Notes and homework of MLOps Zoomcamp by DataTalks.Club

MLOps-Zoomcamp-DataTalks

My Notes of MLOps Zoomcamp

Table of contents

Week 1

1. MLOps Introduction
2. Local Setup
3. Maturity Model

Week 2

1. Experiment Tracking
2. MLFlow introduction
3. Model Management
4. Model Registry

Week 3

1. Workflow orchestration introduction
2. Prefect

Week 4

1. Model deployment introduction
2. Deployment as a web service