Testing a Data Science Model

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About the Talk

Testing a Data Science Model

In this talk, Laveena goes through her journey of discovering data science model testing and how she contributed value in a field she have never tested intending to help inspire testers to explore data science models.

In this talk we’ll understand the background of data science. How data plays a vital role in models? How to train a Data Science model keeping different personas in mind? How will we bring processes and strategies to make sure we capture the right output results and the consumers still benefit from this? In a nutshell, making sure the model’s quality is good and we have confidence in what we provide to consumers.

By the end of this talk, you will be able to explore testing models and how to make sure the quality of a model is providing the team enough confidence and helping a business.

Key Takeaways

• Understanding of Data Science
• How to test models?
• Identify what existing skills we already have that we can apply in a data science team

About the Speaker

Laveena Ramchandani is a passionate Test Manager who has been testing for nearly 10 years and is always seeking to learn and share. She is a community leader for data science testing and testing in general. Her entry on the digital platform has enhanced many individuals to learn a new area within testing. Laveena was a finalist for The Digital Star 2022 at the everywoman in Technology awards. She has also been on various podcasts, and blogs trains new testers as part of the Coders Guild and is an international speaker.

The free online Testµ (TestMu) conference by LambdaTest will talk about trends that matter in the testing landscape and will help testers & developers get a glimpse into the future of testing. Over 30+ speakers including community leaders and leading industry experts will join the event to share their thoughts.