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< E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

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Page 1: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

< E X P L A I N E D >

Page 2: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Machine Learning in der CloudWas #HowOld, Cola und die Titanic gemeinsam haben

Olivia KloseTechnical Evangelist DX

Microsoft Deutschland

Page 3: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

How-Old.netHOW OLD DO I LOOK? #HowOldRobot

Page 4: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 5: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 6: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

We learned important things

Page 7: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

People share when HowOldRobot is right

Page 8: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

“Nailed it”

Page 9: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Even more

when it’s wrong

Page 10: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Ellen:

“I don’t know

why everyone’s

so upset…”

Page 11: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

110th Birthday:

“This may be an

edge case, but still…”

Page 12: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Marketers

don’t miss a chance

Page 13: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 14: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 15: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

How to look younger

Page 16: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Shave

Page 17: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Don’t smile

55

Page 18: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Wear a hat

Page 19: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 20: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

http://techblog.netflix.com/2012/04/netflix-recommendations-beyond-5-stars.html

http://www.newyorker.com/magazine/2014/02/03/outside-the-box-2

http://techblog.netflix.com/2012/04/netflix-recommendations-beyond-5-stars.html
http://www.newyorker.com/magazine/2014/02/03/outside-the-box-2
Page 21: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

What is Machine Learning?

Page 22: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

example data past experience

Page 23: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Machine Learning Process

Data

Clean

Transform

Maths

BuildModel

Predict

Page 24: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 25: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Cortana Analytics

Make machine learning accessible to

every enterprise, data scientist, developer,

information worker, consumer,

and device anywhere in the world.

Page 26: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 27: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

DemoSurviving the Titanic

Page 28: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

http://studio.azureml.net/

Page 29: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 30: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 31: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 32: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 33: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 34: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 35: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 36: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

Do I now need to learn

Machine Learning?

Page 37: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 38: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

http://gallery.cortanaanalytics.com/

Page 39: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

http://blogs.technet.com/b/machinelearning/archive/2015/09/22/how-to-find-an-algorithm-that-fits.aspx

http://aka.ms/MLCheatSheet

http://blogs.technet.com/b/machinelearning/archive/2015/09/22/how-to-find-an-algorithm-that-fits.aspx
http://aka.ms/MLCheatSheet
Page 40: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

http://aka.ms/MLexplained

http://aka.ms/MLexplained
Page 41: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

http://oliviaklose.com

http://aka.ms/MLblog

http://oliviaklose.com/
http://aka.ms/MLblog
Page 42: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic
Page 43: < E X P L A I N E D > - Microsoft · PDF file< E X P L A I N E D > ... Machine Learning titanic web service ... based upon your circumstances to see if you would survive the Titanic

< E X P L A I N E D >

#MSFTexplained


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