Update: Mid Exam Result Updated on TCSIon!
Introduction to AI for Civil Engineeringexplores how artificial intelligence can improve planning, design, construction, and infrastructure management through data-driven decision-making. The course covers AI fundamentals, statistics, machine learning workflows, and real-world applications in transportation, geotechnical, structural, environmental, and water resources engineering. Students develop practical skills in analyzing engineering data, building predictive models, and critically evaluating AI solutions for civil engineering challenges.
Handouts and Reading Material
- Unit-00: Introduction and Evaluation Schemes
- Unit-01: Foundations of AI in Civil Engineering
- Unit-02: Statistics and Exploratory Data Analysis
- Unit-03: Machine Learning Workflows and Evaluation (Download: Practice file)
- Unit-04: Advanced Modeling and Civil Engineering Applications NEW
Assignments
Deadline: 30 October 2026
- Assignment-01: Foundations of AI in Civil Engineering
- Assignment-02: Statistics and Exploratory Data Analysis
- Assignment-03: Machine Learning Workflows and Evaluation
- Assignment-04: Advanced Modeling and Civil Engineering Applications
Quiz Dates
- Quiz-01: 18 September 2026
- Quiz-02: 23 October 2026