Embarking on a journey into the realm of machine learning can be both exciting. For freshmen, diving into complex algorithms feels overwhelming. However, there's a plethora of fantastic machine learning projects structured specifically for individuals at the initial stages. These projects present a hands-on way to grasp fundamental concepts and dev