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Sumit M on Mastering AI Model Evaluation: Overfitting, Confusion Matrix, and More [S02E01] LT018

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Innhold levert av Gunesh Patil. Alt podcastinnhold, inkludert episoder, grafikk og podcastbeskrivelser, lastes opp og leveres direkte av Gunesh Patil eller deres podcastplattformpartner. Hvis du tror at noen bruker det opphavsrettsbeskyttede verket ditt uten din tillatelse, kan du følge prosessen skissert her https://no.player.fm/legal.

In this episode of Liberated Tester, host Gunesh Patil dives deep into the art of evaluating AI and machine learning models with expert Sumit Mundhada. Discover actionable strategies for data validation, model testing, and understanding the confusion matrix.

Learn how to effectively test generative AI models using a blend of quantitative and qualitative methods. Whether you're a novice or an experienced professional, this episode will equip you with the essential tools to ensure your AI models perform reliably in real-world scenarios. Tune in to explore how proper evaluation can make or break your AI and ML projects!

This talk was originally delivered at TribeQonf 2024 in Bengaluru.

If you enjoyed this episode, make sure to follow us on your favorite podcast platform. Spread the word by sharing this episode with your fellow testers. Let’s grow this community together!

  continue reading

20 episoder

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Fetch error

Hmmm there seems to be a problem fetching this series right now. Last successful fetch was on August 21, 2024 12:54 (3M ago)

What now? This series will be checked again in the next hour. If you believe it should be working, please verify the publisher's feed link below is valid and includes actual episode links. You can contact support to request the feed be immediately fetched.

Manage episode 434509150 series 3396888
Innhold levert av Gunesh Patil. Alt podcastinnhold, inkludert episoder, grafikk og podcastbeskrivelser, lastes opp og leveres direkte av Gunesh Patil eller deres podcastplattformpartner. Hvis du tror at noen bruker det opphavsrettsbeskyttede verket ditt uten din tillatelse, kan du følge prosessen skissert her https://no.player.fm/legal.

In this episode of Liberated Tester, host Gunesh Patil dives deep into the art of evaluating AI and machine learning models with expert Sumit Mundhada. Discover actionable strategies for data validation, model testing, and understanding the confusion matrix.

Learn how to effectively test generative AI models using a blend of quantitative and qualitative methods. Whether you're a novice or an experienced professional, this episode will equip you with the essential tools to ensure your AI models perform reliably in real-world scenarios. Tune in to explore how proper evaluation can make or break your AI and ML projects!

This talk was originally delivered at TribeQonf 2024 in Bengaluru.

If you enjoyed this episode, make sure to follow us on your favorite podcast platform. Spread the word by sharing this episode with your fellow testers. Let’s grow this community together!

  continue reading

20 episoder

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