Entering the realm of machine learning can be both exhilarating and overwhelming, especially for beginners. With the vast array of algorithms available, it's crucial to understand the basics before delving deeper. If you're embarking on your machine learning journey and seeking guidance, fear not! In this article, we'll explore the top 10 machine learning algorithms tailored for beginners, focusing on supervised learning techniques.