Feature Engineering
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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.
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.
Author Name: Google Cloud
Author Description:
Google Cloud can help solve your toughest problems and grow your business. With Google Cloud, their infrastructure is your infrastructure. Their tools are your tools. And their innovations are your innovations.
Table of Contents
- Introduction
0mins - Introduction
0mins - Introduction to Vertex AI Feature Store
32mins - Introduction to Vertex AI Feature Store
28mins - Raw Data to Features
43mins - Raw Data to Features
43mins - Feature Engineering
38mins - Feature Engineering
36mins - Preprocessing and Feature Creation
10mins - Preprocessing and Feature Creation
10mins - Feature Crosses – TensorFlow Playground
4mins - Feature Crosses – TensorFlow Playground
4mins - Introduction to TensorFlow Transform
19mins - Introduction to TensorFlow Transform
20mins - Summary
0mins - Summary
0mins
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