2 days EN / DE Max 16

Introduction to Vertex AI Search for Commerce

In this course you will explore Vertex AI Search for commerce and how it can be used to improve customer experience. You will explore the core functionalities of Vertex AI Search for commerce with a discussion on common use cases and solutions before implementing a basic search app in Vertex AI Search for commerce. Afterwards, you will discuss how to manage data ingestion and quality for your search app, optimize recommendations with personalization, deploy your search app, monitor and analyze search performance, and discuss advanced features and general best practices.

€1.250,00 excl. VAT

Individual scheduling

The courses are held as dedicated group sessions. Once you've booked, we'll coordinate a date that works for your team and send invitations to all participants.

Prerequisites

"Modernizing Retail and Ecommerce Solutions with Google Cloud" or equivalent experience with Google Cloud.

What you'll learn

  • Understand the core functionalities of Vertex AI Search for commerce.
  • Explore use cases and solutions using Vertex AI Search for commerce.
  • Implement data ingestion and quality pipelines for catalog and user event data.
  • Personalize search results and recommendations for customers.
  • Monitor search performance results.
  • Understand advanced features and best practices for Vertex AI Search for commerce.

Course modules
Overview of Vertex AI Search for commerce Key concepts for Vertex AI Search for commerce Tour of Vertex AI Search for commerce in the Cloud Console Example use cases
Data ingestion pipelines Data sources (Cloud Storage, BigQuery, Merchant Center) Data transformations and pre-processing
More on data transformations and pre-processing
Data Quality Search and Browse Functionality Deep Dive Results Personalization Optimization Controls
Recommendations Overview Recommendation Models Building a Recommendation Strategy
Serving Configurations and Controls $A/B$ Testing and Experimentation Analytics Monitoring
Query Expansion Faceting and Filtering Boosting Search Results Vertex AI Search for commerce Integration with other Google Cloud Services
Introduction to Vertex AI Search for Commerce