08 Feature Engineering

08

Feature Engineering

Name: Feature Engineering
Rating: 4.11 (1232 reviews)

magic_button

Data Management

Machine Learning

TensorFlow

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24 个小时入门级

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

课程信息

目标

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.

前提条件

Familiarity with Python or other programming languages.

受众

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

支持的语言

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

08

Feature Engineering

08

Feature Engineering

实验室挑战赛的强大作用