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Getting Started with BQML

Getting Started with BQML

1 크레딧

GSP247

Google Cloud Self-Paced Labs

Overview

BigQuery Machine Learning (BQML, product in beta) enables users to create and execute machine learning models in BigQuery using SQL queries. The goal is to democratise machine learning by enabling SQL practitioners to build models using their existing tools and to increase development speed by eliminating the need for data movement.

There is a newly available ecommerce dataset that has millions of Google Analytics records for the Google Merchandise Store loaded into BigQuery. In this lab you will use this data to create a model that predicts whether a visitor will make a transaction.

What you'll learn

How to create, evaluate and use machine learning models in BigQuery

What you'll need

  • A Browser, such as Chrome or Firefox

  • Basic knowledge of SQL or BigQuery

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점수

—/25

Create a BigQuery dataset

단계 진행

/ 5

Create a model to predict visitor transaction

단계 진행

/ 5

Evaluate the model

단계 진행

/ 5

Predict purchases per country

단계 진행

/ 5

Predict purchases per user

단계 진행

/ 5