How Google Does Machine Learning

What is machine learning, and what kinds of problems can it solve? Google thinks about machine learning slightly differently -- of being about logic, rather than just data.
Course info
Level
Intermediate
Updated
Aug 3, 2019
Duration
3h 20m
Table of contents
Introduction to Specialization
What It Means to Be AI First
How Google Does ML
Inclusive ML
Python Notebooks in the Cloud
Summary
Description
Course info
Level
Intermediate
Updated
Aug 3, 2019
Duration
3h 20m
Description

What is machine learning, and what kinds of problems can it solve? Google thinks about machine learning slightly differently -- of being about logic, rather than just data. We talk about why such a framing is useful when thinking about building a pipeline of machine learning models. Then, we discuss the five phases of converting a candidate use case to be driven by machine learning, and consider why it is important the phases not be skipped. We end with a recognition of the biases that machine learning can amplify and how to recognize this.

About the author
About the author

Build, innovate, and scale with Google Cloud Platform.

More from the author
More courses by Google Cloud