A WebTest Limited Company

Are you getting ready for testing AI?

ByVishav Preet

SIGiST @ GridAKL14.03.19

DigitalFirst

MobileFirst

CloudFirst

AINow

Time

Data / Info

Science Fiction Movies that predicted the future

Movie: 2001: A Space Odyssey (1968); Technology: tablet computerMovie: Blade Runner (1982); Technology: video calls

Movie: Star Trek III: The Search for Spock(1984); Technology: mobile phoneMovie: Back to the Future Part II (1989); Technology: wearable tech

Movie: Total Recall (1990); Technology: driverless carMovie: Minority Report (2002); Technology: gesture-based user interface

Fast forward 16 years…

Racheal from Soul Machine

Josie @ ASB

NOW

1-2 YEARS

>4 YEARS

2-4 YEARS

NOW

1-2 YEARS

>4 YEARS

2-4 YEARS

How automation is changing the testing?

How the job of the tester

is changing?

Requirement/learning

Planning

ScopingExecute

Analyse

Bug /Retesting

How the job of the tester

is changing?

Execute

Analyse

Bug /Retesting

Requirement/learning

Planning

Scoping

How the job of the tester

is changing?

Execute

Analyse

Bug /Retesting

S o o n y o u s h o u l d b e a b l e to a u to m a te m a j o r i t y o f t h e te s t a c t i v i t i e s .

Requirement/learning

Planning

Scoping

How AI systems are different ?

Confidential

Philosophy

ComputerScience

Psychology

NeuronScienceBiology

Maths

Sociology

AI enables to Integrate IT with other

human factors

Confidential

Philosophy

ComputerScience

Psychology

NeuronScienceBiology

Maths

Sociology

AI enables to Integrate IT with other

human factors

Human Capabilities Perception

Speech recognition Computer vision

Natural language processingWriting recognition

ActionRobotics

Natural language generation Text to speech Conversation

Computation and memory Predictive Analytics Anomaly detection

Planning and reasoning Decisions

Pattern recognition

Human factors

What type ofSkills will help

To Test AI systems?

AI Tester

Technical Skillet

TestingSkillset

Education

Mathematics Probability, Linear algebra, Calculus, StatisticsEconomy, Computer hardware, Philosophy, Ethics, Psychology, Social Science

FrameworksTensorFlow, Caffe, Torch, MXNet etc.Programming LanguagesPython, C#, R, Scala, JS etc.BigDataRedis, SAP Hana, Hadoop, DMTK, MongoDB, Cassandra

Testing Skills ISTQB Techniques – Risk Analysis, Validation Techniques, Metamorphic Testing, A/B TestingTools – SoapUI, Junit, Spock, JMeter, Cleverhans

AI in New Zealand

https://www.linkedin.com/in/vishavpreet/

Thanks

A WebTest Limited Company