IRF Practical Data Science for Roadway Professionals &...

IRF Practical Data Science for Roadway Professionals & Digital Twins for Road

9:00am CET

Course Overview and Objectives Fundamentals of Digital Twins in Road Infrastructure

12:00pm CET

1:00pm CET

Basic Principles of Data Science in Civil Engineering

9:00am CET

Data Processing and Management Techniques for Data Collection in Road Infrastructure

12:00pm CET

1:00pm CET

Hands-On Workshop: Data Collection Tools and Techniques

9:00am CET

Case Studies on Predictive Maintenance Introduction to Predictive Modeling in Infrastructure Management

12:00pm CET

1:00pm CET

Practical Exercise: Developing Predictive Models

9:00am CET

Integrating IoT in Road Infrastructure Sensor Technologies and Data Transmission

12:00pm CET

1:00pm CET

Workshop: IoT Device Setup and Data Integration

9:00am CET

Algorithms and Tools for Machine Learning Applying AI and Machine Learning in Roadway Data Analysis

12:00pm CET

1:00pm CET

Group Activity: Machine Learning Model Development

9:00am CET

Communicating Insights through Data Techniques for Effective Data Visualization

12:00pm CET

1:00pm CET

Course Recap and Final Discussion Feedback and Certificate Distribution Ceremony

9:00am CET

Visit to a Smart Road Infrastructure Project