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Infinite Hypothesis Spaces Georgia Tech Machine Learning

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Lessons List | 107 Lesson
The Best Line Quiz Georgia Tech Machine Learning
00:02:20

The Best Line Quiz Georgia Tech Machine Learning
The Best Line Quiz Solution Georgia Tech Machine Learning
00:05:44

The Best Line Quiz Solution Georgia Tech Machine Learning
Support Vector Machine Georgia Tech Machine Learning
00:10:03

Support Vector Machine Georgia Tech Machine Learning
Distance Between Planes Quiz Georgia Tech Machine Learning
00:00:49

Distance Between Planes Quiz Georgia Tech Machine Learning
Distance Between Planes Quiz Solution Georgia Tech Machine Learning
00:07:16

Distance Between Planes Quiz Solution Georgia Tech Machine Learning
Still Support Vector Machines Georgia Tech Machine Learning
00:06:29

Still Support Vector Machines Georgia Tech Machine Learning
Still More Support Vector Machines Georgia Tech Machine Learning
00:02:37

Still More Support Vector Machines Georgia Tech Machine Learning
Optimal Separator Quiz Georgia Tech Machine Learning
00:01:12

Optimal Separator Quiz Georgia Tech Machine Learning
Optimal Separator Quiz Solution Georgia Tech Machine Learning
00:03:16

Optimal Separator Quiz Solution Georgia Tech Machine Learning
Linearly Married Georgia Tech Machine Learning
00:06:57

Linearly Married Georgia Tech Machine Learning
What is the Output Quiz Georgia Tech Machine Learning
00:00:44

What is the Output Quiz Georgia Tech Machine Learning
What is the Output Quiz Solution Georgia Tech Machine Learning
00:08:41

What is the Output Quiz Solution Georgia Tech Machine Learning
Kernel Georgia Tech Machine Learning
00:06:34

Kernel Georgia Tech Machine Learning
Summary Georgia Tech Machine Learning
00:03:17

Summary Georgia Tech Machine Learning
Back to Boosting Georgia Tech Machine Learning
00:09:23

Back to Boosting Georgia Tech Machine Learning
Boosting Tends to Overfit Quiz Georgia Tech Machine Learning
00:01:57

Boosting Tends to Overfit Quiz Georgia Tech Machine Learning
Boosting Tends to Overfit Quiz Solution Georgia Tech Machine Learning
00:06:32

Boosting Tends to Overfit Quiz Solution Georgia Tech Machine Learning
Summary For Real Georgia Tech Machine Learning
00:00:29

Summary For Real Georgia Tech Machine Learning
Computational Learning Theory Quiz Georgia Tech Machine Learning
00:02:37

Computational Learning Theory Quiz Georgia Tech Machine Learning
Computational Learning Theory Quiz Solution Georgia Tech Machine Learning
00:02:23

Computational Learning Theory Quiz Solution Georgia Tech Machine Learning
Learning Theory Georgia Tech Machine Learning
00:01:56

Learning Theory Georgia Tech Machine Learning
Resources in Machine Learning Quiz Georgia Tech Machine Learning
00:00:39

Resources in Machine Learning Quiz Georgia Tech Machine Learning
Resources in Machine Learning Quiz Solution Georgia Tech Machine Learning
00:01:44

Resources in Machine Learning Quiz Solution Georgia Tech Machine Learning
Defining Inductive Learning Georgia Tech Machine Learning
00:03:46

Defining Inductive Learning Georgia Tech Machine Learning
Selecting Training Examples Georgia Tech Machine Learning
00:02:26

Selecting Training Examples Georgia Tech Machine Learning
Teaching Via 20 Questions Quiz Georgia Tech Machine Learning
00:01:38

Teaching Via 20 Questions Quiz Georgia Tech Machine Learning
Teaching Via 20 Questions Quiz Solution Georgia Tech Machine Learning
00:02:45

Teaching Via 20 Questions Quiz Solution Georgia Tech Machine Learning
The Learner Quiz Georgia Tech Machine Learning
00:01:09

The Learner Quiz Georgia Tech Machine Learning
The Learner Quiz Solution Georgia Tech Machine Learning
00:04:50

The Learner Quiz Solution Georgia Tech Machine Learning
Teacher With Constrained Queries Georgia Tech Machine Learning
00:02:34

Teacher With Constrained Queries Georgia Tech Machine Learning
Reconstructing Hypothesis Quiz Georgia Tech Machine Learning
00:00:46

Reconstructing Hypothesis Quiz Georgia Tech Machine Learning
Reconstructing Hypothesis Quiz Solution Georgia Tech Machine Learning
00:04:13

Reconstructing Hypothesis Quiz Solution Georgia Tech Machine Learning
Learner With Constrained Queries Georgia Tech Machine Learning
00:07:31

Learner With Constrained Queries Georgia Tech Machine Learning
Learner With Mistake Bounds Georgia Tech Machine Learning
00:07:15

Learner With Mistake Bounds Georgia Tech Machine Learning
Definitions Georgia Tech Machine Learning
00:02:59

Definitions Georgia Tech Machine Learning
Version Spaces Georgia Tech Machine Learning
00:01:29

Version Spaces Georgia Tech Machine Learning
Terminology Quiz Georgia Tech Machine Learning
00:01:31

Terminology Quiz Georgia Tech Machine Learning
Terminology Quiz Solution Georgia Tech Machine Learning
00:02:13

Terminology Quiz Solution Georgia Tech Machine Learning
Error of h Georgia Tech Machine Learning
00:01:35

Error of h Georgia Tech Machine Learning
PAC Learning Georgia Tech Machine Learning
00:02:44

PAC Learning Georgia Tech Machine Learning
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Course Description

Artificial intelligence is a technology that enables a machine to simulate human behavior. Machine learning is a subset of AI which allows a machine to automatically learn from past data without programming explicitly .
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