Using MkDocs for technical reporting
In this post I will explain why MkDocs is well suited for writing technical reports on machine learning models and introduce relevant parts of the MkDocs... »
Using streamlit to set the threshold for a classifier
In this post I will demonstrate how to use streamlit to build an app that can help interactively set the threshold for your machine learning classifier.... »
From Central Limit Theorem to Bayes's Theorem via Linear Regression
Take any statistics course and you’ll have heard about the central limit theorem. And you might have read about Bayes’ theorem offering a different, more probabilistic... »
Quickly finding closest coordinates using K-D-Trees
This post will demonstrate how to quickly find for a given coordinate (latitude and longitude), the closest coordinate out of a list of other coordinates using... »
How to develop Python Google Cloud Functions
I’ve been using Google’s Cloud Functions for a project recently. My use case was building a small webscraper that periodically downloads excel files from a list... »