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Ai in software automation testing - testim.io
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- 2. AGENDA What is ArtificialIntelligence ? What is Machine Learning? What is Deep Learning? What is Data Science? AI in software testing. AI in software automation testing. Demo using testim.io
- 3. WHAT IS AI? Artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and other animals. Computer science defines AI research as the study of "intelligent agents": any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. More specifically, AI is defined as “a system’s ability to correctly interpret external data, to learn from such data, and to use those learnings to achieve specific goals and tasks through flexible adaptation”. Colloquially, the term "artificial intelligence" is applied when a machine mimics "cognitive" functions that humans associate with other human minds, such as "learning" and "problem solving"
- 4. WHAT IS AI? Artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and other animals. Computer science defines AI research as the study of "intelligent agents": any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. More specifically, AI is defined as “a system’s ability to correctly interpret external data, to learn from such data, and to use those learnings to achieve specific goals and tasks through flexible adaptation”. Colloquially, the term "artificial intelligence" is applied when a machine mimics "cognitive" functions that humans associate with other human minds, such as "learning" and "problem solving"
- 5. Understand the environment Take actions basedon its intelligence Learn to improve itself AI is the machine ability to ….
- 6. • Chatbot • Self-drivenCars • Video Games • Plate Recognition Systems • AI Music Composer • Google AI Eye Doctor AI Examples in Our Daily Life …
- 7. A subfield ofArtificial Intelligence. Machine is trained on a large training dataset to create a model which helps the machine to take decisions based on its learning. Machine Learning …..
- 8. Dataset with patterns Machinelearning system 1- Finds patterns 2- Generate model Software using the model New dataset Match Patterns?? Take Decision Yes … It’s a shopping cart
- 9. A subfield ofMachine Learning. Deep Learning is inspired by the functionality of our brain cells (neurons). • Artificial Neural Networks Algorithm Deep Learning …..
- 10. Artificial Neural Networks…. It seems like a black box; an input layer gets the data into the “hidden Layers” and after a magic trick we can see the information provided by the output layer.
- 11. It is abouttransferring Data into Knowledge. Knowledge will be used to make Decisions. • GoogleMaps, analyzes traffic, decides trip time , and suggests different route. • Netflix , suggests TV series to watch. Data Science …..
- 12. Summary ….. AI canbe achieved with the help of lots of Data. AI need more computing power to process the algorithms, understand and replicate the patterns. Data Algorithms Prediction
- 13. Artificial Intelligence inSoftware testing ….
- 14. Why do weneed Artificial Intelligence in software testing ? • Complexity of software continues to increases. • Release delivery cycles become shorter. • Testers need to provide instance feedback. • Companies are adapting “testing smarter not harder” technologies.
- 15. Evolution of Testers…. Manual tester Test Automation Engineer Artificial Intelligence
- 16. Extinct Testers aregone forever ….
- 17. “A lot ofthings are going to change in the testing field with the entry of AI. Almost 70 percent of testing is repetitive and AI can quickly occupy that space. The 30 percent left is questioning the system, and that’s what testers need to focus on. AI is the next big thing in testing, but it won’t replace humans. The testers working alongside AI can quickly revolutionize the way we test today.” — Vijay Shinde, Founder of Software Testing Help Test automation engineers will be the subject matter experts teaching AI to execute the tests
- 18. Artificial Intelligence inSoftware automation testing ….
- 19. AI based testautomation tools
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- 21. Start by installingTestim Chrome extension Once installed, click on Testim extension icon and then "Login to start"
- 22. Let's explore thetool !!
- 30. Features to explorethrough the demo: • Recording/Playback a test case. • AI implementation in the tool. • Adding more test steps after recording. • Labeling test cases. • Reuse test cases. • Using Dataset (JSON format). • Run test cases in multiple browsers. • CLI and Integrating test cases to CI/CD. • Schedule Run. • Reporting (Charts). • Capture and report a bug.
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