ATAGTR2017 Analytics Testing
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Transcript of ATAGTR2017 Analytics Testing
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#ATAGTR201716th - 17th March
Analytics TestingNiyati Shah
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Agile Testing Alliance Global Testing Retreat 2017
Agenda
Define Analytics Business use of Analytics Analytics Testing – How it is different Case Study Approach for Analytics Testing Benefits
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Agile Testing Alliance Global Testing Retreat 2017
What is Analytics?
Analytics is the process of : Information Discovery Interpretation Communication of meaningful patterns in data Arriving Business Decisions
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Agile Testing Alliance Global Testing Retreat 2017
Why Analytics?
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Agile Testing Alliance Global Testing Retreat 2017
Business Use of Analytics
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Agile Testing Alliance Global Testing Retreat 2017
Analytics Testing -How it is Different
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Agile Testing Alliance Global Testing Retreat 2017
Analytics use case
Fraud Detection o Track user logino Identify the patterno Based on outlier/spike identify malicious
login/activity
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Agile Testing Alliance Global Testing Retreat 2017
Failed user Login – Data Set
Time No of Failed Login
Attempts
Standard Deviation Percentile
Hour 1 10 - -
Hour 2 14 12 10
Hour 3 12 12 12
Hour 4 15 12.75 12
Hour 5 20 14.2 14
Hour 6 500 95 15
Hour 7 80 93 15
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Agile Testing Alliance Global Testing Retreat 2017
Flow for Analytics Testing
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Agile Testing Alliance Global Testing Retreat 2017
Algorithm Selection
Type of Algorithm:o Standard Deviationo Percentile
Algorithm Selection Criteriao Accuracy o Performance
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Agile Testing Alliance Global Testing Retreat 2017
‘Design Thinking’ Approach Think Big, Act Small, Fail Fast, Learn from End user and Refine
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Agile Testing Alliance Global Testing Retreat 2017
Benefits of ‘Design Thinking’ Approach
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Agile Testing Alliance Global Testing Retreat 2017
Q & A
Reach [email protected]@gmail.comhttps://www.linkedin.com/in/niyati-shah-1028a51b/