Applying AI to Image Data

In this hands-on lab, "Applying ML to Image Data," you’ll learn how to preprocess and analyze images for machine learning. Begin by understanding how images are represented as numerical matrices and master essential techniques like resizing and normalization. Build and train convolutional neural networks (CNNs), starting with a simple model and progressing to advanced architectures. Through guided exercises, you’ll visualize how models learn and evaluate performance with metrics like accuracy and loss. By the end, you’ll have the skills to tackle image classification tasks and the confidence to explore advanced computer vision topics. Start your journey today! 🚀