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Human in loop podcasts
Priti Y.
16 episodes
4 days ago
Educational podcasts blending human research and AI-generated content, promoting curiosity, critical thinking, and lifelong learning.
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Technology
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All content for Human in loop podcasts is the property of Priti Y. and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Educational podcasts blending human research and AI-generated content, promoting curiosity, critical thinking, and lifelong learning.
Show more...
Technology
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Data Prep in Machine Learning: Training, Validation & Test Sets Explained
Human in loop podcasts
6 minutes 26 seconds
3 months ago
Data Prep in Machine Learning: Training, Validation & Test Sets Explained

Based on the “Machine Learning ” crash course from Google for Developers:⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠https://developers.google.com/machine-learning/crash-course⁠⁠⁠


In this episode, we break down how machine learning models learn effectively by splitting data into training, validation, and test sets. Understand the purpose of each set, why this separation matters, and how it helps reduce overfitting while improving generalization.


Disclaimer: This podcast is generated using an AI avatar voice. At times, you may notice overlapping sentences or background noise. That said, all content is directly based on the official course material to ensure accuracy and alignment with the original learning experience.

Human in loop podcasts
Educational podcasts blending human research and AI-generated content, promoting curiosity, critical thinking, and lifelong learning.