08 Feature Engineering

08

Feature Engineering

Name: Feature Engineering
Rating: 5.0 (1 reviews)

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Feature Engineering

Machine Learning Models

Machine Learning

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24 Stunden Einsteiger

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.

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info

Kursinformationen

Ziele

Describe Vertex AI Feature Store and compare the key required aspects of a good feature.
Perform feature engineering using BigQuery ML, Keras, and TensorFlow.
Discuss how to preprocess and explore features with Dataflow and Dataprep.
Use tf.Transform.

Voraussetzungen

Familiarity with Python or other programming languages.

Zielgruppe

- Data Analysts - Data Engineers - Data Scientists - ML Engineers - ML Software Engineers

Verfügbare Sprachen

English, español (Latinoamérica), français, 日本語, 한국어, português (Brasil) und italiano

08

Feature Engineering

08

Feature Engineering

Die Möglichkeiten von Challenge-Labs