Problem Intro As a (DS) data Scientist, 80% of our work is dealing with messy data. Our problems are not limited to: Database id being referenced as _id Empty values can be referenced as NA,...

Storing steps/procedures in README(s)? Keep copy and pasting commands to run? Forgot your commands when revisiting your projects months ago? Wish to hand over projects / commands / proced...

Introduction As a data scientist/analyst: You probably interact with databases to read/write data. Require/Prefer a local environment to work locally to quicky tests some functionality/ Mo...

Hear good things about docker but not sure where to get started? Docker tutorials out there not useful as a data scientist / analyst? Developing within docker environment! (Remote IDE) Pre-requ...

My tips/experience in writing better pandas code that have been found useful from a readability, operational stand point. Problem Intro Problem Set One There is a significant number of data scie...