Deep Learning & Generative AI

Catalog description

This course introduces the fundamentals of deep learning and generative artificial intelligence (AI), focusing on both theoretical understanding and practical implementation. Students will learn core deep learning concepts, deep neural networks architectures, convolutional neural networks, image recognition using convolutional neural networks, generative AI neural network architectures, and state-of-the-art generative AI models. Applications of generative AI in text and image generation will be considered. The course emphasizes hands-on work, with biweekly projects that build towards a final course project. Open to juniors and seniors. Cross-listed with CMPG-785.