Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way interactions between predictor variables. Compared to standard linear ...

python Copy Edit scaler = StandardScaler() X_train = scaler.fit_transform(X_train) X_test = scaler.transform(X_test) Standardizes features to have mean 0 and std dev 1 for optimal model performance.

Multiple programming languages will be supported (e.g., C, R, Python ... as classification (Naive Bayes, Logistic regression, Support Vector Machines, neural networks, decision trees, boosting) and ...

See exactly how L2 regularization reduces overfitting — with a full neural network demo in Python. #L2Regularization ...

Darwinian logic gives fathers an edge over their sons, at least on average. This is one of many sources of intergenerational ...

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 ...