Share on LinkedIn Feed Twitter Facebook

Integrate Generative AI Into Your Data Workflow

school 5 activities
update Last updated about 19 hours
person Managed by Google Cloud
This learning path is for data professionals who want to integrate generative AI into their workflow. Learn how to use BigQuery Machine Learning for inference, work directly with Gemini models in BigQuery, and boost your productivity with Gemini's assistance. Finally, test your knowledge by creating machine learning models with BigQuery ML in a hands-on lab.
Start learning path

01

Gemini for Data Scientists and Analysts

book Course
access_time 2 hours
show_chart Introductory

In this course, you learn how Gemini, a generative AI-powered collaborator from Google Cloud, helps analyze customer data and predict product sales. You also learn how to identify, categorize, and develop new customers using customer data in BigQuery. Using hands-on...

Start course

02

Using BigQuery Machine Learning for inference

book Course
access_time 3 hours
show_chart Introductory

Learn about BigQuery ML for Inference, why Data Analysts should use it, its use cases, and supported ML models. You will also learn how to create and manage these ML models in BigQuery.

Start course

03

Work with Gemini Models in BigQuery

book Course
access_time 3 hours
show_chart Intermediate

This course demonstrates how to use AI/ML models for generative AI tasks in BigQuery. Through a practical use case involving customer relationship management, you learn the workflow of solving a business problem with Gemini models. To facilitate comprehension, the course...

Start course

04

Boost Productivity with Gemini in BigQuery

book Course
access_time 4 hours
show_chart Introductory

This course explores Gemini in BigQuery, a suite of AI-driven features to assist data-to-AI workflow. These features include data exploration and preparation, code generation and troubleshooting, and workflow discovery and visualization. Through conceptual explanations, a practical use case, and hands-on...

Start course

05

Create ML Models with BigQuery ML

book Course
access_time 5 hours 30 minutes
show_chart Intermediate

Complete the intermediate Create ML Models with BigQuery ML skill badge to demonstrate skills in the following: creating and evaluating machine learning models with BigQuery ML to make data predictions. A skill badge is an exclusive digital badge issued by...

Start course