Published inTowards Data SciencePredicting Every Election Since 1916How “election pundit predictions” betray a misunderstanding of probabilityNov 835Nov 835
Published inTowards Data ScienceCan Transformers Solve Everything?Looking into the math and the data reveals that transformers are both overused and underused.Oct 118Oct 118
Published inCantor’s ParadiseConnecting Covariance and Rotational InertiaA surprisingly deep connection between statistics and classical mechanicsSep 52Sep 52
Published inTowards Data ScienceA Fresh Look at Nonlinearity in Deep LearningThe traditional reasoning behind why we need nonlinear activation functions is only one dimension of this story.Aug 157Aug 157
Published inTowards Data ScienceEDA for Word EmbeddingsData scientists use EDA for everything. Why not word embeddings?Jul 122Jul 122
Published inTechnological SingularityPredict Your Local Climate with the Dot Product and ODEsWith just the dot product, ordinary differential equations, and some physics, you can estimate the climate where you are.Apr 111Apr 111
Published inLevel Up CodingSecure Your Messaging App with Block Cipher EncryptionHow can you securely send messages so they only reach the intended recipient? In this post, we’ll explain how and build a demo in code.Feb 12Feb 12
Published inLevel Up CodingBuild a Messaging App with RSA CryptographyIn this tutorial, we’ll build a messaging app with RSA cryptography. We’ll cover both math and implementation details.Feb 6Feb 6
Published inLevel Up CodingBuild a Messaging App with WebsocketsIn this tutorial, we’ll build a basic messaging app from scratch using websockets. We will also prepare to add cybersecurity features.Jan 30Jan 30
Build Beautiful Simulations with Matplotlib and SciPyIn this post we’ll look at how to make simulations using Matplotlib and SciPy.Jan 11Jan 11