- Course
- AI
- Cloud
- Data
Feature Engineering
Want to know about Vertex AI Feature Store?
What you'll learn
Want to know about Vertex AI Feature Store? Want to know how you can improve the accuracy of your ML models? What about how to find which data columns make the most useful features? Welcome to Feature Engineering, where we discuss good versus bad features and how you can preprocess and transform them for optimal use in your models. This course includes content and labs on feature engineering using BigQuery ML, Keras, and TensorFlow.
Table of contents
- Introduction | 42s
- Feature Store benefits | 4m 36s
- Feature Store terminology and concepts | 6m 22s
- The Feature Store data model | 1m 24s
- Creating a Feature Store | 9m 32s
- Serving features: Batch and online | 5m 33s
- (Optional) Lab intro: Using Feature Store | 29s
- Pluralsight: Getting Started with GCP and Qwiklabs | 3m 48s
- Lab: Using Feature Store | 10s
- Resources: Introduction to Vertex AI Feature Store | 10s
About the author
Build, innovate, and scale with Google Cloud Platform.