Model Evaluation and Tuning Confusion matrix, precision, recall, F1, threshold tuning, cross validation, and hyperparameter search.
What you will learn Confusion matrix, precision, recall, F1
ROC, AUC, and threshold tuning
Train, validation, and test
Cross validation done right
Curriculum 1 Metrics that matter 2 lessons Free preview
Confusion matrix, precision, recall, F1 Preview 9m ROC, AUC, and threshold tuning Preview 9m 2 Validation and tuning 3 lessons
Train, validation, and test 9m Cross validation done right 8m 3 Hands-on checkpoint 1 lessons
Checkpoint: tune and fairly evaluate a model 15m Hands-on checkpoint Every course ends with a Colab task you complete yourself. Our Gemini-assisted review gives feedback and points you to what to fix, it coaches you, it does not do it for you.