Internship Report !

!!!!!2016!summer!!!!!!Shu!Zhang!

@!Huawei!Technology!!

My Intership Project

7!input!features!!3!output!target!values!!Y!:=!func6on(3!outputs)!

!!!!Op6mize!the!applica6on!performance!based!on!machine!learning!models!!!!!My!main!work!:!analysis!of!offline!data.!(AWS!S3)!!!

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DATA!

��CSV!

Machine Learning Models

Y!are!con6nuous!variables.!!•  Support!vector!machine!•  Root!mean!square!error!

to!check!the!results!!

Regression Label!Y!as!0,1!

!•  Decision!Tree,!!SVM,!

Logis6c!Regression!•  Confusion!matrix!to!check!

the!accuracy!!

Classification

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Visualization •  Histogram!!•  Bubble!ScaUer!Plot!•  Error!Bar!•  Line!chart!!!!

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Python�

Program that I used

hUps://www.codecademy.com/learn!Pandas,!Numpy,!scikitZlearn,matplotlib!

!ggplot2!!!!!Is!a!free!and!open!sourse!distribu6on!version!control!system!!Github!!!!

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R�

Git!�

Finding the internship

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Thank!you!�

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