Data Science

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

Data Analysis

4 Ways To Improve Your Plotly Graphs

Making high-quality data visualizations is a critical skill for Data Scientists. Learn how to get better at it using Plotly's Python library.

Code Snippet Corner

Splitting Columns With Pandas

Split columns containing multiple values in your Pandas DataFrame into multiple columns, each containing a single value.

Pandas

Comparing Rows Between Two Pandas DataFrames

Find which rows are different between two DataFrames, as well as which DataFrame they are unique to.

Code Snippet Corner

Recasting Low-Cardinality Columns as Categoricals

Downcast strings in Pandas to their proper data-types using HDF5.

Pandas

Using Hierarchical Indexes With Pandas

Use Panda's Multiindex to make your data work harder for you.

Data Science

Data Visualization With Seaborn and Pandas

Create beautiful data visualizations out-of-the-box with Python’s Seaborn.

Data Science

Upgrading to JupyterLab on Ubuntu

Improve your Jupyter workflow with JupyterLab's powerful interface & customizations.

Data Science

Running Jupyter Notebooks on a Ubuntu Server

Configuring a VPS from scratch to host Jupyter notebooks with Anaconda.