ATAGTR2017 Analytics Testing

#ATAGTR201716th - 17th March

Analytics TestingNiyati Shah

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


What is Analytics?

Analytics is the process of : Information Discovery Interpretation Communication of meaningful patterns in data Arriving Business Decisions


Why Analytics?


Business Use of Analytics


Analytics Testing -How it is Different


Analytics use case

Fraud Detection o Track user logino Identify the patterno Based on outlier/spike identify malicious

login/activity


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


Flow for Analytics Testing


Algorithm Selection

Type of Algorithm:o Standard Deviationo Percentile

Algorithm Selection Criteriao Accuracy o Performance


‘Design Thinking’ Approach Think Big, Act Small, Fail Fast, Learn from End user and Refine


Benefits of ‘Design Thinking’ Approach


Q & A

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ATAGTR2017 Analytics Testing

Technology