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.
Overview
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
