Deep Learning with Python

Deep Learning with Python

 

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Includes:
  • 2.8 Hours of Video
  • Certificate of Completion
  • Source Code
  • Closed Captions
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  • On-demand, 24/7 access
  • 2.8 hours of video
  • Certificate of completion
  • Source code and PDF notes
  • Closed captions

Overview

This course has been deprecated and is no longer supported.  For our latest courses on machine learning, consider subscribing to our evergreen curriculums with a subscription package.

In this course we’ll be building a Convolutional Neural Network to classify hand-written digits. By using this neural network we’ll achieve higher accuracy in this classification compared to that of a normal neural network. The way this network works is by using convolutions and filters, where the values of the kernels of our filters are actually learned by the program.

Learning goals:

  • Deep Learning
  • Convolutional Neural Networks
    • Convolutional Layer
    • Pooling Layer
    • Architectures
  • Hyperparameter Tuning
  • Visualizing convolution

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