<img height="1" width="1" style="display:none;" alt="" src="https://px.ads.linkedin.com/collect/?pid=2634489&amp;fmt=gif">

Google Cloud Startups, Session Recording, Al and Machine Learning

BigQuery ML: Easy Access to Machine Learning (full recording)

By C2C Team | June 23, 2022

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:

 

 


Recent Articles

Data Analytics

Generative AI: Are You Behind?!

Review the latest insights from the AI Readiness Report.
By Bruno Aziza
Industry Solutions

Make "Gen AI Work": Landscape, SLMs vs. LLMs, Cost & More...

Discover the 5 metrics you need to know in order to be an exceptional CEO and Operator.
By Bruno Aziza
Google Cloud Strategy

AI Cheat Sheet

AI is no more and no less the drive to create robots with human minds so they can do everything we do and more. Use this cheat sheet to help decode the space.
By Leah Zitter