Transportation Data Analysis and Tools

Description

In this course, participants will gain an understanding of transportation data analytics and learn how to use tools to develop data-driven solutions.

Learning Objectives

By the end of this training, the students should:
Understand the basic concepts and typical applications of data collection, management, and analysis in transportation industry
Be able to implement the fundamental methods, techniques and tools for data analysis and visualization
Be experienced with data management and analysis through hand-on exercises
Be familiar with big data and its applications in ITS

Content Outline

Overview of the basic concept and applications of data collection, management, and analysis in transportation industry
Basic methods and techniques for data quality control and data analysis
Efficient approaches for data visualization to assist decision making with hand-on experience of visualization tools, e.g., Tableau
Data management approaches and database system
Hand-on experience with data analysis and supporting tools

Length

20 hours