Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

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.

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

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In the last lesson you were given a broad overview of logistic regression. This included an introduction to two separate packages for creating logistic regression models. In this lab, you'll be ...

It is recommended that you take the first 2 courses of the TensorFlow Specialization and have a solid understanding of coding in Python before taking this ... the n-gram and tf-idf models, and how to ...