The course DBM180 explores advanced AI and machine learning (ML) techniques, particularly foundation models, to create innovative systems and experiences. Students gain hands-on experience with pre-trained models like CLIP and Whisper through practical projects in zero-shot classification, speech recognition and more. The course emphasizes leveraging popular ML frameworks and prepares students to design cutting-edge AI-powered solutions for real-world challenges in human-computer interaction and user experience.