YoVDO

Discovery AI

Offered By: Google via Google Cloud Skills Boost

Tags

Artificial Intelligence Courses Management Courses Recommendation Systems Courses Model Training Courses Data Ingestion Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
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
    • Course Introduction
  • Architecture Overview
    • Architecture Overview
  • Data Ingestion
    • Gather Data
    • Import Catalog Data
    • Import User Event Data
    • Record Real Time User Events
    • Data Ingestion Considerations
    • Common Problems
    • Introduction to Lab 1
    • Product Discovery - Ingesting Retail Catalog and User Event Data
  • Training the Models
    • Build Recommendation Models
    • Additional things to consider
    • Introduction to Lab 2
    • Product Discovery - Implementing and Using Recommendations AI models
  • Serving Configurations
    • Serving Configurations
    • Introduction to Lab 3
    • Product Discovery - Configuring and Using Retail Search
    • Access Model Results
    • Measure Performance
  • Operations
    • Monitoring
    • Management
    • Lab4 Lab Intro
    • Product Discovery- Monitoring and Managing Recommendations AI and Retail Search
  • Conclusion
    • Course Conclusion
  • Your Next Steps
    • Course Badge

Tags

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity
Probabilistic Graphical Models 1: Representation
Stanford University via Coursera
Artificial Intelligence for Robotics
Stanford University via Udacity
Computer Vision: The Fundamentals
University of California, Berkeley via Coursera
Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent