Low-Code Options for Building ML Models
BigQuery Machine Learning, often abbreviated as BQML, is a tool offered as part of Google Cloud that seamlessly merges the worlds of data warehousing and ML. Designed to bridge the gap between data analysts and ML models, BQML empowers individuals to build, evaluate, and predict with ML models directly within the confines of BigQuery, without the need to move data or master a new toolset.
This integration not only simplifies the process of model creation but also presents an intuitive transition for those familiar with SQL. With just a few statements, you can go from data analysis to predictive insights.
In this chapter, we will go over the following topics:
- What is BQML?
- Using BQML for feature transformations
- Building ML models with BQML
- Doing inference with BQML
