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IRF Practical Data Science for Roadway Professionals & Digital Twins for Road
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Saturday
, November 2
9:00am CET
Course Overview and Objectives
Fundamentals of Digital Twins in Road Infrastructure
12:00pm CET
Lunch
1:00pm CET
Basic Principles of Data Science in Civil Engineering
Sunday
, November 3
9:00am CET
Data Processing and Management
Techniques for Data Collection in Road Infrastructure
12:00pm CET
Lunch
1:00pm CET
Hands-On Workshop: Data Collection Tools and Techniques
Monday
, November 4
9:00am CET
Case Studies on Predictive Maintenance
Introduction to Predictive Modeling in Infrastructure Management
12:00pm CET
Lunch
1:00pm CET
Practical Exercise: Developing Predictive Models
Tuesday
, November 5
9:00am CET
Integrating IoT in Road Infrastructure
Sensor Technologies and Data Transmission
12:00pm CET
Lunch
1:00pm CET
Workshop: IoT Device Setup and Data Integration
Wednesday
, November 6
9:00am CET
Algorithms and Tools for Machine Learning
Applying AI and Machine Learning in Roadway Data Analysis
12:00pm CET
Lunch
1:00pm CET
Group Activity: Machine Learning Model Development
Thursday
, November 7
9:00am CET
Communicating Insights through Data
Techniques for Effective Data Visualization
12:00pm CET
Lunch
1:00pm CET
Course Recap and Final Discussion
Feedback and Certificate Distribution Ceremony
Friday
, November 8
9:00am CET
Visit to a Smart Road Infrastructure Project
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Nov 2
-
8, 2024
Saturday
, November 2
Sunday
, November 3
Monday
, November 4
Tuesday
, November 5
Wednesday
, November 6
Thursday
, November 7
Friday
, November 8
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Day 1: Introduction to Digital Twins and Data Science
Day 2: Data Collection and Processing
Day 3: Predictive Modeling and Analytics
Day 4: IoT and Sensor Technologies in Road Systems
Day 5: AI and Machine Learning in Data Science
Day 6: Data Visualization and Course Conclusion
Day 7: Field Trip
Networking Break
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Dates
Saturday
, November 2
Sunday
, November 3
Monday
, November 4
Tuesday
, November 5
Wednesday
, November 6
Thursday
, November 7
Friday
, November 8
Session Type
Day 1: Introduction to Digital Twins and Data Science
Day 2: Data Collection and Processing
Day 3: Predictive Modeling and Analytics
Day 4: IoT and Sensor Technologies in Road Systems
Day 5: AI and Machine Learning in Data Science
Day 6: Data Visualization and Course Conclusion
Day 7: Field Trip
Networking Break
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