PinnedPublished inTowards Data ScienceRosenblatt’s perceptron, the very first neural networkA quick introduction to deep learning.Mar 11, 20196Mar 11, 20196
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Published inTowards Data ScienceA case against PCA for time-series analysisHow to use linear dimensionality reduction for time series.Jul 6, 2021Jul 6, 2021
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Published inTowards Data ScienceHow to reconstruct an image if you see only a few pixels?A quick introduction to Compressive SensingMar 15, 20211Mar 15, 20211
Published inTowards Data SciencePixels are not created equalLeveraging low-rank structures to find the pixels that matter most in your images.Mar 1, 20212Mar 1, 20212
Published inTowards Data ScienceCategorical cross-entropy and SoftMax regressionEver wondered how to implement a simple baseline model for multi-class problems ? Here is one example (code included).Feb 15, 20211Feb 15, 20211
Why social distancing matters ?Some insights from simple mathematical models.Nov 17, 2020Nov 17, 2020
Disease modeling in the midst of a pandemicHow simple mathematical models can help us get a better understanding of the current situation.Nov 9, 2020Nov 9, 2020