Lyrics Decomposed

I am graduating from the data science bootcamp at Bitmaker General Assembly in Toronto in a few days, and have spent the past 2 weeks working...

Clustering Algorithms

Clustering is the act of assembling data points into distinct groups whereby each group or cluster is made up of observations that are similar...

Decision Trees, Ensembles of Trees and their Hyperparameters

Decision Trees, also referred to as CART (Classification and Regression Trees), are one of the most popular and well understood machine...

DataFrameMapper: A cleaner, more robust way to preprocess data

Data must be cleaned and put in a particular shape and form prior to applying machine learning models. This task is referred to as "data...

Matplotlib Hacks

New to python and struggling to understand Matplotlib? Actually scratch the first part. Struggling to understand Matplotlib period?...