NEURAL NETWORKS AND DEEP LEARNING FOR BUSINESS

Catalog description

Applies an application-centric view to introduce the most up-to-date machine learning technologies in the business context. Investigates the concepts of advanced deep learning algorithms including recurrent neural networks, convolutional neural networks, graph neural network, deep reinforcement learning, attention mechanisms, transformer networks, Kohonen self-organizing maps, and generative adversarial networks, along with their applications in business. Engages hands-on experience in applying advanced machine learning software over multimedia data to resolve current business challenges.