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TensorFlow and Keras — Machine Learning Zoomcamp Module 8

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mlz-module-08

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tensorflow and keras as deep learning libraries
end-to-end open source machine learning framework
tensorflow as library for training deep learning models
keras as high-level abstraction on top of tensorflow
installing tensorflow
local vs cloud configuration
loading and preprocessing images
keras is part of tensorflow since version 2.0
working with different image sizes
processing images using the python pillow library
encoding images as numpy arrays
image size (i.e. 150 x 150 pixels) multiplied by number of colors (i.e. RGB) equals shape of array
numpy array dtype as unsigned int8 (uint8) which includes the range from 0 to 255

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