Data Science

Artfully balance a harmony of statistics, engineering, and machine learning to solve larger-than-life problems. Focused heavily on Python-based tooling.

Splitting Columns With Pandas

Splitting Columns With Pandas

Split columns containing multiple values in your Pandas DataFrame into multiple columns, each containing a single value.
Comparing Rows Between Two Pandas DataFrames

Comparing Rows Between Two Pandas DataFrames

Find which rows are different between two DataFrames, as well as which DataFrame they are unique to.
Recasting Low-Cardinality Columns as Categoricals

Recasting Low-Cardinality Columns as Categoricals

Downcast strings in Pandas to their proper data-types using HDF5.
Using Hierarchical Indexes With Pandas

Using Hierarchical Indexes With Pandas

Use Panda's Multiindex to make your data work harder for you.
Plotting Data With Seaborn and Pandas

Plotting Data With Seaborn and Pandas

Create beautiful data visualizations out-of-the-box with Python’s Seaborn.
Upgrading to JupyterLab on Ubuntu

Upgrading to JupyterLab on Ubuntu

Improve your Jupyter workflow with JupyterLab's powerful interface & customizations.
Running Jupyter Notebooks on a Ubuntu Server

Running Jupyter Notebooks on a Ubuntu Server

Configuring a VPS from scratch to host Jupyter notebooks with Anaconda.
Drawing Mapbox Route Objects via the Directions API

Drawing Mapbox Route Objects via the Directions API

Using the Mapbox Directions API to visually draw routes.