YoVDO

Computer Applications of Artificial Intelligence and e-Construction

Offered By: Purdue University via edX

Tags

Artificial Intelligence Courses Machine Learning Courses Construction Courses

Course Description

Overview

This course is the third in a sequence of interrelated courses of the current computer applications in the construction industry. The emphasis of this course is the advanced computational tools including artificial intelligence, machine learning, and natural language processing, and their applications in e-Construction.

The primary goal of this course is to:

  • cultivate students’ knowledge on the current trend of computational advancements; and
  • train students to develop intelligent e-Construction applications.

A number of carefully crafted hands-on activities targeting construction problems will help students to not only learn the fundamentals, but also master their applications in construction.


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

Taught by

Hubo Cai and Yuxi Zhang

Tags

Related Courses

4.0 Shades of Digitalisation for the Chemical and Process Industries
University of Padova via FutureLearn
A Day in the Life of a Data Engineer
Amazon Web Services via AWS Skill Builder
FinTech for Finance and Business Leaders
ACCA via edX
Accounting Data Analytics
University of Illinois at Urbana-Champaign via Coursera
Accounting Data Analytics
Coursera