Homework 2: Experiment Tracking

https://github.com/DataTalksC…

Deadline: 26 May 2025, 23:00

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Correct answers

Review the expected answers for this scored homework.

1. Install MLflow (1 point)

2. Download and preprocess the data (1 point)

3. Train a model with autolog (1 point)

4. Launch the tracking server locally (1 point)

default-artifact-root

serve-artifacts

artifacts-only

artifacts-destination

5. Tune model hyperparameters (1 point)

4.817

5.335

5.818

6.336

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

5.060

5.567

6.061

6.568