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The AI Concepts Podcast
Sheetal ’Shay’ Dhar
38 episodes
3 months ago
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Technology
Education,
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All content for The AI Concepts Podcast is the property of Sheetal ’Shay’ Dhar 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.
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Technology
Education,
Courses,
Science
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Deep Learning Series: What is Gradient Descent?
The AI Concepts Podcast
6 minutes 5 seconds
7 months ago
Deep Learning Series: What is Gradient Descent?
In this episode of the AI Concepts Podcast, we dive into the fascinating world of gradient descent. Building on the foundation laid in our discussion of backpropagation, we explore how gradient descent serves as a pivotal optimization algorithm in deep learning. Discover how it minimizes loss functions by adjusting model parameters and learn why selecting the right learning rate is crucial. Join us as we differentiate between batch, stochastic, and mini-batch gradient descents, setting the stage for our next episode on advanced optimization techniques.
The AI Concepts Podcast