ManthanShettigar/mlops_Zoomcamp_2023

mlops zoomcamp 2023 solutions

MLOps Zoomcamp Solutions

Github repo : repo link

Youtube : playlist

Week 1 ( Intro)

Questions

Answers

Week 2 (Experiment tracking and model management)

Mlflow Solution

W&B Solution

Week 3 (Orchestration and ML Pipelines)

Prefect Solution

Week 4 (Model Deployment)

Batch Deployment Solution

Week 5 (Model Monitoring)

Monitoring Grafana & Evidently Solution

Week 6 (Best Practices)

Unit Tests and Integration-Tests Solution