Deep Learning Using Matlab

Explore the fundamentals of deep learning and its practical implementation using MATLAB in this comprehensive 3.5-hour course. Gain a solid understanding of machine learning concepts, neural networks, and their real-world applications. Learn to implement the batch method, discover the limitations of single-layer neural networks, and delve into multilayer neural networks. Master the intricacies of convolutional neural networks (CNNs) and their application in image classification using MATLAB's powerful tools and functions. Through hands-on exercises and real-world examples, develop the skills to create and train deep learning models for various applications.

Deep Learning Lesson 1: What is Machine Learning?.
Neural Network using Matlab.
Implementation of Batch Method.
Real-world Example of Neural Network.
Limitation of Single Layer Neural Network.
Introduction to Multilayer Neural Network.
Deep Learning using Matlab.
Convolutional Neural Network in Matlab.
Convolutional Neural Network (CNN) Image Classification in Matlab.