Useful links from “Image Processing with Keras in Python” course on DataCamp by Ariel Rokem.

Keras: The Python Deep Learning library: https://keras.io/

Matplotlib library: https://matplotlib.org/

Keras cheat sheet: https://datacamp-community-prod.s3.amazonaws.com/94fc681d-5422-40cb-a129-2218e9522f17

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift: https://arxiv.org/abs/1502.03167

Feature Visualization. How neural networks build up their understanding of images: https://distill.pub/2017/feature-visualization/

Feature Visualization: https://research.google/pubs/pub46832/

Additional links (not from the course):

Exploring Neural Networks with Activation Atlases: https://distill.pub/2019/activation-atlas/

About

Irina Radchenko

Associate Professor @ ITMO University and Higher School of Economics, Data Scientist

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