Introduction to Deep Learning
Watch this series of MATLAB® Tech Talks to explore key deep learning concepts. Learn to identify when to use deep learning, discover what approaches are suitable for your application, and explore some of the challenges you might encounter.
What Is Deep Learning? Explore deep learning fundamentals in this MATLAB Tech Talk. You’ll learn why deep learning has become so popular, and you’ll walk through 3 concepts: what deep learning is, how it is used in the real world, and how you can get started.
Machine Learning vs. Deep Learning Learn about the differences between deep learning and machine learning in this MATLAB Tech Talk. Walk through several examples, and learn about how to decide which method to use.
What Are Convolutional Neural Networks? Explore the basics of convolutional neural networks (also called CNNs or ConvNets) in this MATLAB Tech Talk. You’ll learn 3 concepts: local receptive fields, shared weights & biases, and activation & pooling. You’ll also learn 3 ways to train CNNs.