Embarking on a Machine learning algorithms journey in web building can seem daunting, but this guide aims to provide a lucid overview. From front-end technologies like HTML, CSS, and JavaScript—which handle the user-facing aspects of a platform—to behind-the-scenes languages such as Python, Java, or Node.js that manage data and processing, we�