A Machine Learning Primer: How to Build an ML Model

[Tier 1, Lecture 4a] This video provides a primer on the types of machine learning (ML) and their uses, including: 1) what is a model; 2) what are types of ML; what are the major stages involved in training an ML model.

This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company

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0:00 Overview
0:49 Machine Learning is Not Magic
1:29 Machine Learning is Optimization
3:23 What is a Machine Learning Model?
6:24 Categorizing Types of Machine Learning
8:36 Stages of Training a Machine Learning Model
12:49 How to Incorporate Physics into Machine Learning