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Machine Learning 1 - Introduction

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Machine Learning Introduction
교재 ,[object Object],[object Object]
Machine Learning ,[object Object],[object Object],[object Object],[object Object],[object Object]
예제 프로그램 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
이론적 연구 ,[object Object],[object Object]
Def. ,[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object]
Why Machine Learning ,[object Object],[object Object],[object Object],[object Object]
Three niches for machine learning: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Typical Datamining Task (1/2) ,[object Object]
Typical Datamining Task (2/2) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Datamining Result ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Credit Risk Analysis (1/2) ,[object Object]
Credit Risk Analysis (2/2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Other Prediction Problems (1/2)
Other Prediction Problems (2/2)
Problems Too Difficult to Program by Hand ,[object Object]
Software that Customizes to User ,[object Object]
Where Is this Headed? (1/2) ,[object Object],[object Object],[object Object],[object Object]
Where Is this Headed? (2/2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Relevant Disciplines ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What is the Learning Problem? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Learning to Play Checkers ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Type of Training Experience ,[object Object],[object Object],[object Object],[object Object]
Choose the Target Function ,[object Object],[object Object],[object Object]
Possible Definition for Target Function V ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Choose Representation for Target Function ,[object Object],[object Object],[object Object],[object Object]
A Representation for Learned Function ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Obtaining Training Examples ,[object Object],[object Object],[object Object],[object Object],[object Object],^ ^
Choose Weight Tuning Rule ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Final design ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
학습방법 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Design Choices
Some Issues in Machine Learning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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Machine Learning 1 - Introduction