How Google does Machine Learning

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  • Introduction to Course
    • Introduces the specialization and the Google experts who will be teaching it.
  • What it means to be AI first
    • In this module, you explore building a data strategy around machine learning.
  • How Google does ML
    • This module is about the organizational know-how Google has acquired over the years.
  • Inclusive ML
    • This module will discuss why machine learning systems aren’t fair by default and some of the things you have to keep in mind as you infuse ML into your products.
  • Python Notebooks in the cloud
    • Understand the role of AI Platform Notebooks
  • Summary
    • Review the core ML topics that this specialization will cover.

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