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Testing a Data Science Model Laveena Ramchandani SauceCon Online 2021
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=309fBIDaB5E
In this session, Laveena Ramchandani will help inspire testers to explore data science models. A model is a statistical black box, so how can we understand its behaviours to test it properly? Data science teams may or may not have testers testing the models so how can we be confident that what is produced is good enough? • This is an exciting and emerging area for testers. Laveena will share how she explored the world of data science when testing a model and how other testers can apply this knowledge. She will go through her journey of discovering data science model testing. Attendees will find her session useful not just for testing a data science model, but also in their day-to-day testing efforts as well. • Key Takeaways • Understand what data science is and how testers can get involved to add more quality • Learn how to test models, validate them, and understand the results • Identify existing skills that can be applied in a data science team • Understand how to structure teams to increase confidence in the data produced and help clients make better decisions • About the Presenter: • Laveena Ramchandani - Senior Test Consultant, Deloitte • Laveena Ramchandani is an experienced Testing Consultant with a comprehensive understanding of tools available for software testing and analysis. She aims to provide valuable insights that have high technical aptitude and hopes to inspire others in the world through her work. Laveena holds a degree in Business Computing from Queen Mary University of London and regularly speaks at events on data science models and other topics. • --------------------------------------- • Try Sauce for free! https://saucelabs.com/sign-up • Connect with Sauce Labs on Social Media • LinkedIn: / sauce-labs • Twitter: / saucelabs
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