atagtr2017 analytics testing
TRANSCRIPT
#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
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
Agile Testing Alliance Global Testing Retreat 2017
Why Analytics?
Agile Testing Alliance Global Testing Retreat 2017
Business Use of Analytics
Agile Testing Alliance Global Testing Retreat 2017
Analytics Testing -How it is Different
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
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
Agile Testing Alliance Global Testing Retreat 2017
Flow for Analytics Testing
Agile Testing Alliance Global Testing Retreat 2017
Algorithm Selection
Type of Algorithm:o Standard Deviationo Percentile
Algorithm Selection Criteriao Accuracy o Performance
Agile Testing Alliance Global Testing Retreat 2017
‘Design Thinking’ Approach Think Big, Act Small, Fail Fast, Learn from End user and Refine
Agile Testing Alliance Global Testing Retreat 2017
Benefits of ‘Design Thinking’ Approach
Agile Testing Alliance Global Testing Retreat 2017
Q & A
Reach [email protected]@gmail.comhttps://www.linkedin.com/in/niyati-shah-1028a51b/