Machine Learning, Data Science, Artificial Intelligence, Mathematics, Statistics.
function is known as the log-loss function or binary cross-entropy loss. In this blog post, we will explore the convexity of the log-loss function and why it is an essential property in optimization algorithms used in logistic regression. We will also provide a proof of the convexity of the