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Computer Applications of Artificial Intelligence and e-Construction
Purdue University via edX
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Overview
Computer Applications of Artificial Intelligence and e-Construction explores how AI and machine learning are being integrated into the construction industry to improve project planning, design, and execution. The course covers the application of AI in construction management, including tasks like predictive modeling, automation, and smart building technologies. Students will also explore the role of AI in creating sustainable construction practices and improving safety on construction sites. By the end of the course, learners will have a deep understanding of how...
Syllabus
Week 1: Introduction to e-Construction, Spreadsheet, and VBA
- Introduction to e-Construction
- Spreadsheet- Formulas
- Spreadsheet- Functions
- Spreadsheet- Pivot Table
- Spreadsheet- Programming and Applications Development
- Spreadsheet Applications for Cost Estimating and Control
Week 2: Engineering Database
- Introduction to Database
- Database Design
- Entity-Relationship Diagram vs. Object-Oriented Modeling
- Normalization
- Database Implementation in MS Access and Spreadsheet
Week 3: Programming in Python
- Introduction to Object-Oriented Programming
- Python Basics I - IV
Week 4: Natural Language Processing
- Introduction to Natural Language Processing (NLP) I - IV
- NLP for Processing Construction Specifications
Week 5: Machine Learning
- Machine Learning I- III
- Digital Inspection System
Instructor
PurdueX
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