Logistic Regression vs SVM: Which One Should You Use and Why?

When it comes to choosing the right machine learning algorithm for classification tasks, two names often come up, Logistic Regression and Support Vector Machines (SVM). Both are widely used, powerful, and effective in their own ways. But knowing whe...