Image by Author   When you are getting started with machine learning, logistic regression is one of the first algorithms you’ll add to your toolbox. It's a simple and robust algorithm, commonly used for binary classification tasks. Consider a binary classification problem with classes 0 and 1. Logistic regression fits a logistic or sigmoid function to the input…

Image by Author     In today’s tech-savvy world, we're surrounded by mind-blowing AI-powered wonders: voice assistants answering our questions, smart cameras identifying faces, and self-driving cars navigating roads. They're like the superheroes of our digital age! However, making these technological wonders work smoothly on our everyday devices is tougher than it seems. These…