Feature Engineering

This course explores the benefits of using Vertex AI Feature Store, how to improve the accuracy of ML models, and how to find which data columns make the most useful features. This course also includes content and labs on feature engineering using BigQuery ML, Keras, and TensorFlow.

• Describe Vertex AI Feature Store and key aspects of effective features
• Perform feature engineering with BigQuery ML, Keras, and TensorFlow
• Preprocess and explore features using Dataflow and Dataprep
• Use tf.Transform for feature processing

• Basic knowledge of machine learning and data science