How to generate a list of files in a directory with Command Prompt

Command prompt is available on almost every single version of Windows. It's an oft-forgotten and undervalued tool for a huge range of automation processes, one of which I'll be outlining today.

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Kaggle Pokemon Dataset – 5 Day Data Challenge – Day 1

When it comes to Data Science, I'm always shooting to be the very best, like no one ever was, so what's a better dataset to analyse than this POKEMON dataset from Kaggle! Today is the first day of the 5 Day Data Challenge on Kaggle and we are reading in and summarizing a .csv in Python. Check it out below, or click this link if you'd prefer to read my code on the Gist website instead. Thanks!

Linear Regression – Predicting a new employee’s ‘Salary’ from their ‘Years of Experience’

The Business Challenge: We need to know which salary to assign to a person depending on how many years of experience they have in the business. We have a prospective employee with 5 years of experience, and we need to know how much we should pay them. Based on the data we have about 30 employees; their Years of Experience and their Salary, can we predict an employee's Salary only given their Years of Experience?