The courses cover various topics such as Introduction to Generative AI, Large Language Models, Responsible AI, Image Generation, Encoder-Decoder Architecture, Attention Mechanism, Transformer Models and BERT Model, Creating Image Captioning Models, and Introduction to Generative AI Studio