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Overview
Discovery AI is an innovative course designed to introduce learners to the rapidly evolving field of artificial intelligence focused on discovery and insights extraction. This course targets data scientists, researchers, and AI enthusiasts interested in leveraging AI to uncover hidden patterns, generate new knowledge, and accelerate innovation across various industries. You will explore key AI techniques used in discovery, including machine learning, natural language processing, and data mining. The course provides hands-on experience with tools and frameworks that enable automated data...
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
Google via Google Cloud Skills Boost
4 hours 15 minutes
Certificate Available
English
On-Demand
Advanced
Instructor
Google Cloud Training
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