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Machine Learning Dell Zhang Birkbeck, University of London
 
Netflix Prize ,[object Object],[object Object],[object Object],[object Object]
Concepts ,[object Object],[object Object],[object Object],[object Object],Prof. Tom Mitchell Human / Machine
Concepts ,[object Object],[object Object]
Concepts ,[object Object],[object Object]
Concepts ,[object Object],[object Object],[object Object]
Problems ,[object Object],[object Object],Spam Filtering e.g., “Online Pharmacy”
 
Applications ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Applications ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Applications ,[object Object],[object Object],[object Object]
Applications ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Applications ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Algorithms ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Decision Tree
Decision Tree
Decision Tree
 
Naïve Bayes
Naïve Bayes
Neural Network
Neural Network
Neural Network
k Nearest Neighbors The price for a new camera (6.0 megapixels, 6x zoom) = ?
k Nearest Neighbors
Support Vector Machine
Support Vector Machine
Support Vector Machine
Support Vector Machine
Support Vector Machine ,[object Object]
Conclusion Statistical Learning as the Ultimate Agile Development Tool Peter Norvig (Director of Research, Google)
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dell_ml_rm.ppt