Posts

Floating point numbers and rounding errors - a crash course in Python

Learn how floating point numbers are stored and why it matters.

Multivariate Normal Distributions

A simple explanation and example of the multivariate normal distribution.

Party Planning with Probability

Use probability and simulations to estimate the number of guests that will attend your event!

Unsupervised clustering with mixed categorical and continuous data

A short discussion of methods for clustering mixed datasets of categorical and continuous data.

Deploying machine learning models with Amazon SageMaker or Flask & Heroku

Simple tutorials of how to build and deploy machine learning models with commonly used tools.

Simultaneous feature preprocessing, feature selection, model selection, and hyperparameter tuning in scikit-learn with Pipeline and GridSearchCV

How to easily perform simultaneous feature preprocessing, feature selection, model selection, and hyperparameter tuning in just a few lines of code using Python and scikit-learn.

The Git Fork-Branch-Pull Workflow

A simple summary of how to collaborate on open-source projects using forking, branching and pull requests.

Building your own website with Hugo and GitHub Pages

Learn how to quickly and easily build a website like this using Hugo in just 5 steps.