Feature Engineering

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Feature Engineering

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Feature Engineering

Machine Learning

Machine Learning Models

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24 год Початковий universal_currency_alt 15 кредитів

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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Інформація про курс

Цілі

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.

Рівень попередньої підготовки

Familiarity with Python or other programming languages.

Аудиторія

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

Доступні мови

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

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Feature Engineering

Feature Engineering