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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.
Show more...
Technology
Education,
Courses,
Science
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Deep Learning Series: Convolutional Neural Network
The AI Concepts Podcast
6 minutes 25 seconds
6 months ago
Deep Learning Series: Convolutional Neural Network
Welcome to the AI Concepts Podcast! In this deep dive into Convolutional Neural Networks (CNNs), we unravel their unique ability to process and interpret image data by focusing on local patterns and spatial structures. Understand how CNNs tackle the challenge of vast input sizes and learn to identify features without exhaustive connections, making them ideal for tasks involving images.Explore the mechanics of CNNs as they employ filters and pooling techniques, transforming raw pixel data into meaningful insights through feature maps. Discover how these networks create a hierarchy of features, akin to human visual processing, to classify and predict with remarkable accuracy.Get ready to expand your perspective on AI, as we prepare to embark on the next journey into Recurrent Neural Networks (RNNs) for handling sequential data. Join us, embrace gratitude in present moments, and stay curious!
The AI Concepts Podcast