How To Develop a Machine Learning Model From Scratch

In this article we are going to study in depth how the process for developing a machine learning model is done. There will be a lot of concepts explained and we will reserve others, that are more specific, to future articles.

Concretely, in the article it will be discussed how to:

• Define adequately our problem (objective, desired outputs…).
• Gather data.
• Choose a measure of success.
• Set an evaluation protocol and the different protocols…