Building Machine Learning and Deep Learning Models on Google Cloud Platform: A Comprehensive Guide for Beginners

© Ekaba Bisong 2019

E. . BisongBuilding Machine Learning and Deep Learning Models on Google Cloud Platformhttps://doi.org/10.1007/978-1-4842-4470-8_38

38. Google BigQuery

Ekaba Bisong¹ 

(1)

OTTAWA, ON, Canada

 

BigQuery is a Google-managed data warehouse product that is highly scalable, fast, and optimized for data analytics with rudimentary in-built machine learning capabilities as part of the product offering. It is also one of Google’s many serverless products. This means that you do not physically manage the infrastructure assets and the overhead responsibilities/costs. It is only used to solve the business use case, and it just works in a highly performant manner.

BigQuery is suited for storing and analyzing structured data. The idea of structured ...