---
title: "BigQuery ML: Easy Access to Machine Learning"
description: Explore BigQuery ML's capabilities. From decoupled storage to Explainable AI, uncover the tools and techniques for effective ML. Watch the full recording!
---

[Articles | C2C](https://www.c2cglobal.com/articles)

# [BigQuery ML: Easy Access to Machine Learning](https://www.c2cglobal.com/articles/bigquery-ml-easy-access-to-machine-learning-full-recording-3029)

 Written by [C2C Team](https://www.c2cglobal.com/articles/author/c2c-team) | Jun 23, 2022 5:00:00 AM

Machine Learning is an essential component of every major tech product today. With tools like BigQuery ML, you don't have to be a data scientist to quickly and easily incorporate ML into your applications.

At a recent C2C Deep Dive event hosted by the Google Cloud startups team, Google Cloud AI/ML Specialist Customer Engineers Mike Walker and Rob Vogelbacher explained how you can use BigQuery ML to power insights for you and your customers. There are many built-in algorithms for regression, classification, clustering, forecasting, and recommendations that you can train with just a few lines of SQL. All these help you learn more from your data in a short time and in a cost-effective way. The models you build can be called from BigQuery or from external applications.

The recording from this session includes the following topics:

- **(0:00) **Introduction from C2C
- **(2:35)** What is BigQuery?
- **(6:00) **Decoupled storage and compute on BigQuery
- **(8:00) **Typical ML Workflow
- **(10:00) **BigQuery ML and AI
- **(11:30) **BigQuery ML-supported models and features
- **(17:30)** BigQuery Use cases
- **(18:30)** BigQuery Explainable AI
- **(21:05)** AutoML Tables and BigQuery ML
- **(23:25)** BigQuery ML Example Models: Miami Housing Dataset
- **(41:30)** Audience Q&A

Watch the full recording of the conversation below:

 

## Extra Credit:

 

 

[View full post](https://www.c2cglobal.com/articles/bigquery-ml-easy-access-to-machine-learning-full-recording-3029)

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