The main focus of machine learning is data. We want to build models able to find patterns in observations. Statistics is the study of data and its rules are fundamentals for building AI.
Definition of probability Probability is a word that we use a lot in our everyday life. Winning the lottery and being struck by lightning is very unprobable. Instead, receiving a notification on the phone or encountering traffic on the street…
What is probability theory? Most phenomena in our lives are partially random. Think about weather forecasting, the stock market, and football game outcomes. These are all things we can’t exactly predict, but fortunately, we can spot behaviors through probability theory.…