GenAI Technologies for Biomedical and Healthcare Applications is a postgraduate course that applies generative artificial intelligence (GenAI) technologies and robotic process automation (RPA) to solve robotics and automation problems. It consists of the following topics in biomedical and healthcare systems: 1) Introduction to GenAI, 2) Natural Language Processing, 3) Large Language Model (LLM), 4) Search Engines for Biomedical Market Information, 5) Prompt Engineering for Healthcare Report Generation, 6) Fundamental of GenAI Agents for Biomedical Applications, 7) Content Measurement for Healthcare Report Using GenAI, 8) Sentiment Analysis for healthcare content, 9) Retrieval Augmented Generation (RAG) for LLM in healthcare applications, 10) Multi-Agent Collaboration for Health Monitoring Applications, 11) RPA for Diagnosis Report Drafting, and 12) Agentic RPA for Healthcare Applications.