What is BQML?
BQML is a powerful, built-in ML service provided by Google Cloud that allows users to create, train, and deploy ML models using familiar SQL queries. BQML is designed to simplify the process of building and deploying ML models for those who may not have a strong background in data science or programming. In this chapter, we will explore the key features and capabilities of BQML and how you can use it to leverage the power of Google Cloud AI for your projects.
BQML provides a seamless way to integrate ML into your data analytics workflows without requiring a deep understanding of ML concepts or programming languages. With BQML, you can do the following:
- Create and train ML models using SQL queries
- Make predictions using trained models
- Evaluate the performance of your models
- Perform feature transformation and hyperparameter tuning
- Understand model explanations and weights
- Export and import models
Utilizing BQML offers numerous advantages...
