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Human in loop podcasts
Priti Y.
16 episodes
1 week 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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Working with Categorial Data in Machine Learning
Human in loop podcasts
7 minutes 18 seconds
4 months ago
Working with Categorial Data in Machine Learning

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


This episode explores how categorical data is transformed into usable features for machine learning models. From understanding one-hot encoding to tackling real-world labeling challenges and applying feature crosses, we break down key techniques to handle non-numeric data effectively. Perfect for anyone aiming to build better models using human-defined categories.


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.