Learning Curves & Diagnostics — Roadmap Step & Resources
Reading training/validation curves to decide what to fix next
- Level: advanced
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Study resources
- Plotting Learning Curves (Article) — The official scikit-learn documentation's worked example of learning curves.
- Learning Curves Explained (Video) — A practical explanation of diagnosing bias/variance issues with learning curves.
Part of
- Model Evaluation & Validation — section
- Machine Learning roadmap — the full learning path