Machine learning (ML) is a subfield of artificial intelligence (AI) that focuses on developing algorithms that can learn from data without being explicitly programmed. It essentially equips machines with the ability to learn and improve based on experience, similar to how humans learn
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.
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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
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