Machine Learning

From Adam Colton
Revision as of 00:26, 23 April 2013 by Adamcolton (talk | contribs)
Jump to navigation Jump to search

Week 1 - Intro

What is Machine Learning

  • Checkers playing computer (Arthur Samuel)

Supervised Learning

Right answer is provided. Types of problems

  • Regression
  • Classification

Unsupervised Learning

The data has no "correct answer"

Cocktail party algorithm

Week 1 - Linear Regression with One variable

Model Representation

Cost Function

Cost Function - Intuition : 1

Cost Function - Intuition : 2

Gradient Descent

Gradient Descent Intuition

Gradient Descent for Linear Regression

Retrieved from "https://wiki.adamcolton.net/index.php?title=Machine_Learning&oldid=3419"