Pen and Paper Exercises in Machine Learning (2022)

The article's title suggests a focus on fundamental machine learning concepts and problem-solving through manual calculations and derivations. This approach can be valuable for building a deeper understanding of the underlying principles, as opposed to solely relying on software libraries. The year (2022) indicates the article is relatively recent.