Mle, Machine Learning Models, Maximum Likelihood, Logistic Regression, Practical Mle.
Estimation is the process of making an educated guess about a population parameter based on a sample from that population. This is a crucial step because collecting data from the entire population and inferences is often impractical. In machine learning, we use a model to represent real-world