Machine Learning and Neural Networks: Convolutional Neural Networks - Day 15

Explore the fundamentals of Convolutional Neural Networks (CNNs) in this 36-minute video lecture from the "ML and DL Foundations" course. Dive into the core concepts of machine learning and neural networks, with a specific focus on CNN architecture and its applications in image processing and computer vision tasks. Learn how CNNs leverage convolutional layers, pooling operations, and fully connected layers to extract meaningful features from visual data. Gain insights into the advantages of CNNs over traditional neural networks for image-related problems and understand their role in advancing state-of-the-art machine learning techniques.