AUTOMATING THROUGH MACHINE LEARNING

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Presentation transcript:

AUTOMATING THROUGH MACHINE LEARNING Mansab Ali Mobeen Sr. Software Engineer Co – Author Sneha Singh Sr. Software Engineer CAPGEMINI

ABSTRACT Current Processes Testing Practices Challenging Current Processes Transforming Testing Practices Implementing Thor’s Hammer - AI engine at Rescue Case Study The Candy Crush Saga Implementation So How to implement if? Conclusion Improving & Competing with trend

Challenging Current Testing Processes Huge Dependability for Data Repetitive Analysis on Timely basis Validating every bug Run reports may be erroneous

Transforming Current Testing Processes Transforming Cstomer Relationship Healthcare Automating finance Improving Business Profit & Sales Managing Assistant Hiring the right people

CAPGEMINI AS A PIONEER IN AI

Artificial Intelligence Thor’s Hammer - Ai engine Machine Learning at Rescue Artificial Intelligence Diagnosis Planning Testing Diagnosis Planning

Thor’s Hammer - Ai engine Machine Learning at Rescue

Sets of Possible Diagnosis Thor’s Hammer - Ai engine Machine Learning at Rescue EXECUTION MATRIX Fn1 Fn2 Fn3 Bug Observation 1 1 Observation 2 Observation 3 Sets THOR’s HAMMER-The AI Builder Sets of Possible Diagnosis

Identifying Problem and Solving through Machine Learning

CASE Study: The Candy Crush Saga

SO How to implement it???

SO How to implement it???

SO How to implement it???

Improving Businesses & Competing with trend

References & Appendix Wikipedia http://www.kdnuggets.com/2017/01/current-state- automated-machine-learning.html https://hbr.org/2017/05/8-ways-machine-learning-is- improving-companies-work-processes https://machinelearningmastery.com/how-to-implement- a-machine-learning-algorithm/ A. Bertolino "Software Testing Forever: Old and New processes and techniques for Validating Today's Applications", 2008, LNCS 5089, 2008. Benoit Baudry, "From genetic to bacteriological algorithms for mutation-based testing", Software Testing, Verification & Reliability, pp 73-96, 2005

Author Biography Mansab Ali Mobeen is a Sr. Software Engineer having an experience of 1year 8 months and currently working under the aegis of CAPGEMINI as an Automation Tester. He is really inquisitive about latest trends in the market.

Thank You!!!