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Deep Learning Mini Series: What are Convolutional Neural Networks (CNNs)?

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Manage episode 424583175 series 3578824
Content provided by Emily Laird. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Emily Laird or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

In our latest deep learning mini-series episode, we unravel the mysteries of Convolutional Neural Networks (CNNs). Imagine you're at an art gallery with a robot that can analyze every brushstroke and tell you what the artist had for breakfast. That’s CNNs for you—the eagle-eyed inspectors of the neural network family, adept at interpreting visual data. We’ll examine their key components, such as convolutional, pooling, and fully connected layers, and explore real-world applications from facial recognition to self-driving cars. Tune in to understand how CNNs transform AI by making sense of the visual world with stunning accuracy.

Connect with Emily Laird on LinkedIn

  continue reading

42 episodes

Artwork
iconShare
 
Manage episode 424583175 series 3578824
Content provided by Emily Laird. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Emily Laird or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

In our latest deep learning mini-series episode, we unravel the mysteries of Convolutional Neural Networks (CNNs). Imagine you're at an art gallery with a robot that can analyze every brushstroke and tell you what the artist had for breakfast. That’s CNNs for you—the eagle-eyed inspectors of the neural network family, adept at interpreting visual data. We’ll examine their key components, such as convolutional, pooling, and fully connected layers, and explore real-world applications from facial recognition to self-driving cars. Tune in to understand how CNNs transform AI by making sense of the visual world with stunning accuracy.

Connect with Emily Laird on LinkedIn

  continue reading

42 episodes

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