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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
6
Thank!you!�
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