scikit-learn Samples

Model Training with AI Platform

• scikit-learn: Random Forest Classifier - How to train a Random Forest Classifier in scikit-learn using a text based dataset, Census, to predict a person’s income level.

Hyperparameter Tuning (HP Tuning)

Notebook Tutorial:

• scikit-learn: Lasso Regressor - How to train a Lasso Regressor in scikit-learn using a text based dataset, auto mpg, to predict a car's miles per gallon.

Model Serving (Online Predictions)

• scikit-learn: Model Serving - How to train a Random Forest Classifier in scikit-learn on your local machine using a text based dataset, Census, to predict a person’s income level and deploy it on AI Platform to create predictions.