ProtoM teaches you machine learning - People | MIT...

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ProtoM teaches you machine learning

Transcript of ProtoM teaches you machine learning - People | MIT...

Page 1: ProtoM teaches you machine learning - People | MIT CSAILpeople.csail.mit.edu/yingyin/resources/doc/projects/protom.pdf · New trial Trials results Trial-I Trial result Summary Data:

ProtoM teaches you machine learning

Page 2: ProtoM teaches you machine learning - People | MIT CSAILpeople.csail.mit.edu/yingyin/resources/doc/projects/protom.pdf · New trial Trials results Trial-I Trial result Summary Data:

Through interactive tutorials

Page 3: ProtoM teaches you machine learning - People | MIT CSAILpeople.csail.mit.edu/yingyin/resources/doc/projects/protom.pdf · New trial Trials results Trial-I Trial result Summary Data:

Machine learning’s everywhere

Recommendation

Face recognitionSpeech recognition

Page 4: ProtoM teaches you machine learning - People | MIT CSAILpeople.csail.mit.edu/yingyin/resources/doc/projects/protom.pdf · New trial Trials results Trial-I Trial result Summary Data:

Traditional machine learning course

Abstract and theoretical

Page 5: ProtoM teaches you machine learning - People | MIT CSAILpeople.csail.mit.edu/yingyin/resources/doc/projects/protom.pdf · New trial Trials results Trial-I Trial result Summary Data:

What is ML all about? An example: Tweet sentiment

Classifier

Tweet 1

Tweet 2

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Tweet x?

Tweet x

...Tweet n

Training data

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Page 6: ProtoM teaches you machine learning - People | MIT CSAILpeople.csail.mit.edu/yingyin/resources/doc/projects/protom.pdf · New trial Trials results Trial-I Trial result Summary Data:

Practical ML with ProtoM

Page 7: ProtoM teaches you machine learning - People | MIT CSAILpeople.csail.mit.edu/yingyin/resources/doc/projects/protom.pdf · New trial Trials results Trial-I Trial result Summary Data:

Practical ML with ProtoM

Predicted results

Page 8: ProtoM teaches you machine learning - People | MIT CSAILpeople.csail.mit.edu/yingyin/resources/doc/projects/protom.pdf · New trial Trials results Trial-I Trial result Summary Data:

ProtoM makes ML accessible and fun