Neural Networks and AI: From Foundations to Generative Models

Undergraduate pre-requisite - QSTBA 222 or QSTBA 223 - This course will introduce students to neural networks, from the most basic formulations through contemporary generative AI architectures. Students will learn to implement NNs with various types of structured and unstructured data (e.g., images, text, video, audio) employing TensorFlow and Keras.