- Course
Feature Engineering
Want to know about Vertex AI Feature Store?
Beginner
- Course
Feature Engineering
Want to know about Vertex AI Feature Store?
Beginner
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This course is included in the libraries shown below:
- AI
- Cloud
- Data
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.
Feature Engineering
Beginner
Table of contents
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Introduction | 42s
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Feature Store benefits | 4m 36s
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Feature Store terminology and concepts | 6m 22s
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The Feature Store data model | 1m 24s
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Creating a Feature Store | 9m 32s
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Serving features: Batch and online | 5m 33s
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(Optional) Lab intro: Using Feature Store | 29s
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Pluralsight: Getting Started with GCP and Qwiklabs | 3m 48s
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Lab: Using Feature Store | 10s
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Resources: Introduction to Vertex AI Feature Store | 10s
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