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Data Science
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Feature Engineering

<p>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.</p>

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Feature Engineering

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  • icon2 hour 26 minutes
  • iconenglish
  • iconOnline - Self Paced
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About 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.

What You Will Learn?

  • 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.