Are there any topics or concepts that you would recommend studying before the course starts?

To progress faster throughout the course, you could revise (or learn) basic linear algebra (matrices and their multiplication, vectors), the basics of statistics, Python, SQL, and basic web development (HTML, CSS, Javascript). As this is a common question, we are compiling a full list of such topics together with suggested reading for each one.