Neural Network Optimization Algorithms Explained with Code
Optimization algorithms play a major role in Deep Learning. After all, if our neural networks don’t learn anything, they are hardly useful. There is a whole ...
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Locality-Sensitive Hashing for Image Deduplication
A few months ago, I had a big image dataset of around 90.000 small images (less than 100x100 pixels) that I wanted to train an image classifier with. Unfortu...
My Data Science Curriculum
I gathered a few links to video lectures and books about data science and machine/deep learning that I used or am using to get a deeper understanding of thes...