Modules

• Module Training, Tuning, and Serving Fundamentals

  • BigQuery
  • Launching into ML
  • Intro to TF and Keras
  • Building Production ML Systems

• Module Feature Engineering and End-to-End Recap

  • Feature Engineering
  • End-to-End Guided Project

• Module Deep Learning Models

  • Image Models
  • Text Models
  • Time Series
  • Recommendation Systems

• Module Machine Learning Pipelines and MLOps

  • Docker and Kubernetes
  • Kubeflow Pipelines
  • TFX Pipelines