Section : 03 - ML1: Introduction to Machine Learning | AT2.MDD 57 – Scientific programming with Julia

SPMLJ - 03 ML1 - 1: ML - main concepts (44:45)

SPMLJ - 03 ML1 - 1A: Introduction, perceptron overall idea (11:23) Page

SPMLJ - 03 ML1 - 1B: Hyperparameters and cross-validation (15:18) Page

SPMLJ - 03 ML1 - 1C: The perceptron algorithm (9:53) Page

SPMLJ - 03 ML1 - 1D: SVM and non-linear classification with linear classifiers (8:9) Page

SPMLJ - 03 ML1 - 2: The Perceptron algorithm for linear classification (44:58)

SPMLJ - 03 ML1 - 2A: A first version (13:22) Page

SPMLJ - 03 ML1 - 2B: A better version (10:28) Page

SPMLJ - 03 ML1 - 2C: Cross-validation implementation (21:7) Page

Breast cancer diagnosis using the perceptron algorithm Devoir

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