Experiment Tracking for Deep Learning — Roadmap Step & Resources
Logging hyperparameters, metrics and checkpoints across long-running training jobs
- Level: advanced
- Estimated time: 1 days
- Roadmap: Deep Learning & Neural Networks
Study resources
- Weights & Biases Documentation (Article) — The official Weights & Biases documentation, a widely used experiment tracker for deep learning.
- Weights & Biases Tutorial (Video) — A practical tutorial tracking DL experiments, hyperparameters and metrics with W&B.
Part of
- MLOps for Deep Learning — section
- Deep Learning & Neural Networks roadmap — the full learning path