What is Maximum Likelihood Estimation?

Finding the best parameters from data. Maximum Likelihood Estimation is a key concept in 3 that forms the mathematical foundation for many machine learning algorithms. Prerequisites include: 25, 11. This concept is foundational for understanding 29. This is an advanced topic requiring solid prerequisites.