Let’s say you are an ambitious data analyst and want to further expand your skillset. You have already applied numerous complex algorithms but you want more in-depth knowledge of their inner workings. For starters, you decide to dive into the details of the mother of all algorithms: linear regression. A colleague of yours tipped The Elements of Statistical Learning as a great resource, and now you are facing the following formula: