How Data Science Can Be Applied to Corporate Finance

In which I meander through the work of finance data scientists and how data science can be applied to corporate finance.

Making a Basic Corporate Plotly Template

TLDR on how to make a corporate themed plotly template

Getting Started with WSL for Data Analysis

My steps for a fresh install of Windows Subsystem for Linux for Data Analysis

Adding Plotly Charts to Markdown

Quick reference that shows options to add plotly charts to a markdown document

'Tie Fighter' Errorbar Charts in Python with Plotnine and Altair

ggplot2 for Python is definitely a thing. Oh, and Altair’s ok too.

Quick Bash Script for Complete Newbies

Basic shell scripting for everyday productivity.

Clean Sparkline-style Line Chart for Dash Cards

Code snippet to create a clean line chart to go in a Dash Card.

KPI Card with Dash Bootstrap Components

Code snippet to create a starter KPI card with Dash Bootstrap Components

Make a Basic PnL Dataframe in Pandas

Code snippet to create a PnL (Profit and Loss Statement) Dataframe in Pandas

Time Series Cheat Sheet in R

Getting started using the forecast package for time series data in R, as quickly as possible and no explanations.