Grow with Google

In this comprehensive course, you will delve into the intricacies of feature engineering, focusing on the Vertex AI Feature Store. Learn to identify key data attributes that enhance model performance and gain hands-on experience with tools like BigQuery ML, Keras, and TensorFlow. This course is designed to boost your cloud career by equipping you with the skills to process and explore data attributes effectively.

Feature Engineering

Learn about the benefits and functionalities of Vertex AI Feature Store in managing data attributes.

Introduction to Vertex AI Feature Store

Explore how to perform feature engineering using BigQuery ML to improve model accuracy.

Feature Engineering with BigQuery ML

Gain practical experience in feature engineering using Keras and TensorFlow.

Hands-on with Keras and TensorFlow

Understand how to preprocess and explore data attributes using Dataflow and Dataprep.

Data Processing with Dataflow and Dataprep

Learn to use tf.Transform for advanced data transformation and feature engineering.

Advanced Techniques with tf.Transform

Explore the benefits of using Vertex AI Feature Store and learn how to enhance model accuracy through effective feature engineering. This course includes hands-on labs with BigQuery ML, Keras, and TensorFlow, empowering you to showcase your cloud skills.

Professionals looking to enhance their skills in feature engineering and model accuracy.

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Feature Engineering

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