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Vertex AI Search for Retail Agent Builder

Offered By: Google Cloud via Coursera

Tags

Google Cloud Platform (GCP) Courses Recommendation Systems Courses Data Ingestion Courses Machine Learning Models Courses

Course Description

Overview

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This on-demand course provides partners the skills required to design, deploy, and monitor Vertex AI Search for Retail Agent Builder solutions including retail search and recommendation AI for enterprise customers. Retail Search was previously known as Discovery AI so you may see references to the older product name in this course.

Syllabus

  • Introduction
    • This introductory module outlines what this course will cover and provides an overview of the Discovery AI solution and its benefits.
  • Architecture Overview
    • This module explores the most common use cases for Discovery AI. It also explains the reference architecture for implementing the solution.
  • Data Ingestion
    • This module discusses the data required to create recommendations and search models.
  • Training the Models
    • This modules explains how to build and manage Recommendations models.
  • Serving Configurations
    • This module outlines how to integrate the Recommendations model and Retail Search model within your website.
  • Operations
    • This module discusses the various features of Retail API that help you with continuous monitoring and management of the system.
  • Conclusion
    • This module reviews the key concepts that have been discussed in the course. It also presents a step-by-step process for implementing Retail API solution.

Taught by

Google Cloud Training

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