Deep Learning: Convolutional Neural Networks in Python

Deep Learning: Convolutional Neural Networks in Python

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Deep Learning: Convolutional Neural Networks in Python

Deep Learning: Convolutional Neural Networks in Python, Computer Vision and Data Science and Machine Learning combined! In Theano and TensorFlow

Created by Lazy Programmer Inc.

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What Will I Learn?
  • Understand convolution
  • Understand how convolution can be applied to audio effects
  • Understand how convolution can be applied to image effects
  • Implement Gaussian blur and edge detection in code
  • Implement a simple echo effect in code
  • Understand how convolution helps image classification
  • Understand and explain the architecture of a convolutional neural network (CNN)
  • Implement a convolutional neural network in Theano
  • Implement a convolutional neural network in TensorFlow

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