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Integrate Generative AI Into Your Data Workflow

school 5 activités
update Dernière mise à jour : 8 mois
person Géré par 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.
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Vignette de l'activité pour Gemini for Data Scientists and Analysts
01 Gemini for Data Scientists and Analysts
book Cours
access_time 2 heures
show_chart Débutant

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...

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Vignette de l'activité pour Using BigQuery Machine Learning for Inference
02 Using BigQuery Machine Learning for Inference
book Cours
access_time 3 heures
show_chart Débutant

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.

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Vignette de l'activité pour Work with Gemini Models in BigQuery
03 Work with Gemini Models in BigQuery
book Cours
access_time 3 heures
show_chart Intermédiaire

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...

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Vignette de l'activité pour Boost Productivity with Gemini in BigQuery
04 Boost Productivity with Gemini in BigQuery
book Cours
access_time 4 heures
show_chart Débutant

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...

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Vignette de l'activité pour Create ML Models with BigQuery ML
05 Create ML Models with BigQuery ML
book Cours
access_time 5 heures 30 minutes
show_chart Intermédiaire

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...

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