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 you'll 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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