Cost Engineering and Machine Learning Applications

CEM 511 - Cost Engineering and Machine Learning Applications (3-0-3)

Cost theory; Type of cost estimates and cost index; Equipment, Labor, and Material costs; Quantity Take-Off; Site work and excavation; Concrete, Carpentry work; Structural Steel; Indirect cost; Contingencies; Bidding strategies; Machine learning and its applications; Data clustering; Frequent pattern mining; Advanced Al based predictive methods; Unsupervised learning algorithms.