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

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Kandungan disediakan oleh Gunesh Patil. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Gunesh Patil atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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 episod

Artwork
iconKongsi
 
Manage episode 434509150 series 3396888
Kandungan disediakan oleh Gunesh Patil. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Gunesh Patil atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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 episod

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