Machine learning is a vast and rapidly evolving field that requires a combination of theoretical knowledge, practical skills, and domain expertise to be proficient. Here are some key areas that one needs to know in machine learning: Mathematics: Understanding the mathematical foundations of machine learning is crucial. Knowledge of linear algebra, calculus, probability, and statistics is...