This course introduces artificial intelligence (AI) and machine learning (ML) different applications in transportation industry with emphasis on roadway and bridge conditions reporting, analysis, and decision-making optimization. The course includes detailed information relevant to different types of AI and their applications, ML algorithms used in transportation industry and relevant types of data required for developing ML models for optimized selection of project types, mitigating short- and long-term problems, and optimize preventative maintenance and maintenance, repair, and replacement (MR&R) activities required during the transportation project life cycle.