- Introduction
- This module introduces the course and agenda
- Introduction to Analytics and AI
- This modules talks about ML options on GCP
- Prebuilt ML model APIs for Unstructured Data
- This module focuses on using pre-built ML APIs on your unstructured data
- Big Data Analytics with Cloud AI Platform Notebooks
- This module covers how to use AI Platform Notebooks
- Productionizing Custom ML Models
- This module covers building custom ML models and introduces Kubeflow and AI Hub
- Custom Model building with SQL in BigQuery ML
- This module covers BigQuery ML
- Custom Model Building with Cloud AutoML
- This module introduces Cloud AutoML to build powerful models without coding
- Summary
- This module recaps the topics covered in the course
