Homework 1: Introduction

Score: 5 = 5 (questions) + 0 (FAQ) + 0 (learning in public)

Homework URL: View submission

Homework 2: Experiment Tracking

Score: 6 = 4 (questions) + 0 (FAQ) + 2 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://mlflow.org/docs/latest/tracking/autolog
• https://medium.com/sfu-cspmp/mlflow-a-modern-mlops-tool-for-data-project-collaboration-704ca299d9c3

Homework 3: Training Pipelines

Score: 9 = 6 (questions) + 0 (FAQ) + 3 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://mlflow.org/docs/latest/api_reference/python_api/mlflow.sklearn.html?highlight=log_model#mlflow.sklearn.log_model
• https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2023/03-orchestration/prefect/README.md
• https://mlflow.org/docs/latest/api_reference/python_api/mlflow.artifacts.html