Course Management

Homework 2: Experiment Tracking for MLOps Zoomcamp 2024

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Due date: 2024-05-29T23:00:00+00:00 (local time)

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Question 1. Install MLflow (1 point)

Question 2. Download and preprocess the data (1 point)

Question 3. Train a model with autolog (1 point)

Question 4. Launch the tracking server locally (1 point)

default-artifact-root

serve-artifacts

artifacts-only

artifacts-destination

Question 5. Tune model hyperparameters (1 point)

4.817

5.335

5.818

6.336

Question 6. Promote the best model to the model registry (1 point)

5.060

5.567

6.061

6.568

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