Smart Analytics, Machine Learning, and AI on GCP

Por: Coursera . en: , ,

  • Introduction
    • This module introduces the course and agenda
  • Introduction to Analytics and AI
    • This modules talks about ML options on Google Cloud
  • Prebuilt ML model APIs for Unstructured Data
    • This module focuses on using pre-built ML APIs on your unstructured data
  • Big Data Analytics with 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 AutoML
    • This module introduces AutoML to build powerful models without coding
  • Summary
    • This module recaps the topics covered in the course