• History of AI - EP06 Part 1: The Effortless Podcast

  • Jul 13 2024
  • Length: 1 hr and 8 mins
  • Podcast

History of AI - EP06 Part 1: The Effortless Podcast

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  • Summary

  • Key Topics & Chapter Markers:

    • AI's Evolutionary Journey & Key Challenges [00:00:00]
    • Neural Networks: Inspiration from Biology [00:01:00]
    • Weighted Sum, Inputs & Mathematical Functions [00:05:00]
    • Gradient Descent & Optimization in Neural Nets [00:10:15]
    • Computing Architecture: CPUs vs. GPUs [00:39:56]
    • RNNs and Early Problems in Memory & Context [01:03:00]
    • The Emergence of Convolutional Neural Networks (CNNs) [01:10:00]
    • ImageNet, GPUs & Scaling Neural Networks [01:24:00]

    Share Your Thoughts: Have questions or comments? Drop us a mail at EffortlessPodcastHQ@gmail.com
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