Deep Learning

  • 6 Videos | 31m 26s
  • Includes Assessment
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Deep learning: this recent technique has been the driving force behind the rise of artificial intelligence. Professor Ankur Moitra will demystify this method by describing its underpinnings and limitations.

WHAT YOU WILL LEARN

  • Gain a basic understanding of what deep learning is
    Understand the mathematics behind deep learning
    Know how to set the parameters of a deep neural network
  • Know how to apply gradient descent to a deep neural network
    Understand what a convolutional neural network is
    Know the limits of deep learning

IN THIS COURSE

  • Playable
    1. 
    Introduction To Deep Learning
    5m 39s
    UP NEXT
  • Playable
    2. 
    Classification Using A Single Linear Threshold
    7m 51s
  • Locked
    3. 
    Hierarchical Representations
    6m 31s
  • Locked
    4. 
    Fitting Parameters Using Back Propagation
    5m
  • Locked
    5. 
    Convolutional Neural Networks
    2m 31s
  • Locked
    6. 
    Limitations of Deep Neural Network
    3m 55s