While we all love training models, it is very common nowadays to use miss out on some of the most basic, fundamental concepts in mathematics and statistics that are crucial to have an in-depth understanding of machine learning or AI in general. In this section we shall deal with some fundamental mathematical constructs essential in building a steady foundation in the field.

The blogs in this section shall not be categorized or ordered and shall be independent, discrete posts. Any complaint regarding an inference drawn or a comparison made or a mathematical error is most welcome and appreciated. Please send them here as GitHub Issues.