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Deep Learning Academy · Lesson

Track Experiments with Weights & Biases

Log metrics, configs, and artifacts.

Why Track Experiments at All

You will run a model dozens of times with tiny tweaks. Without records you forget what worked. Experiment tracking logs every run so progress is never lost. 📊

Meet Weights & Biases

Weights and Biases, often written wandb, is a popular tool that records metrics, settings, and outputs from each training run in one dashboard.

pip install wandb

All lessons in this course

  1. Track Experiments with Weights & Biases
  2. Version Data & Models
  3. Detect Data & Model Drift
  4. Automate Retraining Pipelines
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