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Introduction to Machine Learning

An introduction to machine learning
by

Grant Crofton

on 13 July 2015

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Transcript of Introduction to Machine Learning

What is Machine Learning?
"Field of study that gives computers the ability to learn without being explicitly programmed"
Traditional Algorithm
Machine Learning Basics
Common Machine Learning Algorithms
An Introduction to Machine Learning
with examples from Terminator

Grant Crofton
Data Science & Machine Learning Community

"A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P, if its performance at tasks in T, as measured by P, improves with experience E"
Arthur Samuel, 1959
Tom Mitchell, 1997
vs
Learning Algorithm
Main Types of Machine Learning
Supervised Learning
Unsupervised Learning
Recommender Systems
Not Sarah Connor
Sarah Connor
Sarah
Connor?
http://boxcar2d.com/
Anomaly Detection
Sarah Connor Decision Tree
Full transcript