Things to keep in mind

• It's more important to show how you approached the problem than having the right result.
• If you can't finish or solve the coding challenge make sure to write down your approach on how you would solve the challenge

Machine Learning building process

1. Framing the Problem

Most important when solving a coding challenge is scoping the problem they would like you to solve. Make sure to write this down as detailed as possible.

• Define your project goals
• What do you want to find out?
• Do you have the data to analyse?

2. Analyse your Dataset

Most of the times you'll get a dataset on which you have to perform some calculations. First start to clean the data then explore the data and lastly analyse the data. If you have some time you could visualise your data.

• Import and clean the dataset
• Analyse features to select the relevant features that correlate with the target variable.
• (Optional) Visualise your data and show your skills with the plotting libraries.