Free Python Course

Tax Optimisation Series - Course 1

Universal Tax Calculation Tools

Learn to Calculate Taxes for Any Nation with these Python Tools

Built with pandas and numpy in 31 Lines of Code

pandas DataFrame Edition

NumPy Edition Coming Soon

Important Links

Download Python: https://www.python.org/downloads/

Download Ananconda: https://www.anaconda.com/products/distribution

Create and View Flowcharts in .drawio Format: https://draw.io/

Download and Use Brave Browser to View YouTube Videos without any Ads: https://brave.com/download/

Introduction to the Problem we are Solving with our this Code

Files for Course 1

Important Files for this Module

Files for Full Course

Preview the Full Course

How does Marginal Taxation Work?

The Following Video was not made by NeuroscienceAfterDark and was selected to Explain Marginal Taxation

Introductions

How to Download and Use the Course Files

How To Create .csv Tax Rate Tables for Any Nation

Tutorial 1

create_table

Tutorial 2

marginal

Make the Marginal Tools More Efficient

Tutorial 3

get_csv_for_dataframes

Tutorial 4

marginalise

The Next Two Tutorials Are Useful for the Next Few Courses but have been Included Here As they are Universal Tools.

If You Do Not Plan on Completing the Next Few Course, then you don’t need to Complete these next 2 Tutorials.

Tutorial 5

replace_threshold_rates

Video Coming Soon

Tutorial 6

interpret_single_df_value

Video Coming Soon

Course 2 Coming Soon