In this tutorial, we'll walk you through the process of building a powerful machine learning prediction app from scratch. Learn how to collect data, preprocess it, train a machine learning model, and deploy it using a simple and effective approach. Perfect for beginners and those looking to implement ML in real-world applications. Follow along with the code and explanations for an interactive learning experience.