The aim of the course is to make the participants familiar with advanced statistical regression methods applied to clinical research and epidemiology. This will give the participants a better basis ...

Participants will be randomised to receive either OO or LAO in a 1:1 ratio (with a varying block size of 6 or ... as the coefficient of a binary variable distinguishing the two treatment groups, in a ...

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Implements Perceptron, Logistic Regression, SVM, and Softmax classifiers from scratch using NumPy. Applied to binary (Rice) and multi-class (Fashion-MNIST) datasets. Includes data preprocessing, model ...