Verifiedintermediate
Common pitfalls in machine-learning projects
scikit-learn's own guide to data leakage, improper splits, and the mistakes that inflate accuracy.
- leakage
- validation
- scikit-learn
Machine Learning20 min
Resources
Curated guides, templates, and reading — the things worth knowing before you need them.
2 resources in Machine Learning
Verifiedintermediate
Your model needs a baseline
Why 94% accuracy can be a terrible result, and what to compare against instead.
- baseline
- evaluation
- metrics
Machine Learning7 min