Data Science for Construction, Architecture and Engineering

Add to Favourites
1 1 1 1 1
Price: 1054 EUR 1054 EUR
Contact National University of Singapore

More details about the program

Description

The building industry is exploding with data sources that impact the energy performance of the built environment and health and well-being of occupants. Spreadsheets just don’t cut it anymore as the sole analytics tool for professionals in this field. Participating in mainstream data science courses might provide skills such as programming and statistics, however the applied context to buildings is missing, which is the most important part for beginners. This course focuses on the development of data science skills for professionals specifically in the built environment sector. It targets architects, engineers, construction and facilities managers with little or no previous programming experience. An introduction to data science skills is given in the context of the building life cycle phases. Participants will use large, open data sets from the design, construction, and operations of buildings to learn and practice data science techniques. Essentially this course is designed to add new tools and skills to supplement spreadsheets. Major technical topics include data loading, processing, visualization, and basic machine learning using the Python programming language, the Pandas data analytics and sci-kit learn machine learning libraries, and the web-based Colaboratory environment. In addition, the course will provide numerous learning paths for various built environment-related tasks to facilitate further growth.

Specific details

Category of Education Computer Sciense, IT and Communication

Comments (0)

There are no comments posted here yet

Leave your comments

Search

Related Programs

Learn how to integrate AI into your organization. ...
In this 1-hour long project-based course, you will ...
Classical detectors and sensors are ubiquitous aro ...
The Applied Computer Science programme at the Univ ...

 

©2021 EDUCOM NET. All Rights Reserved.

If you find an inaccuracy or you have comments on the description of the university or program - please let us know info@educom.net