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IRF Practical Data Science for Roadway Professionals &...
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Saturday, November 2
 

9:00am CET

Course Overview and Objectives
Saturday November 2, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Saturday November 2, 2024 9:00am - 12:00pm CET
  Day 1: Introduction to Digital Twins and Data Science

9:00am CET

Fundamentals of Digital Twins in Road Infrastructure
Saturday November 2, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Saturday November 2, 2024 9:00am - 12:00pm CET
  Day 1: Introduction to Digital Twins and Data Science

12:00pm CET

Lunch
Saturday November 2, 2024 12:00pm - 1:00pm CET
Saturday November 2, 2024 12:00pm - 1:00pm CET
  Networking Break

1:00pm CET

Basic Principles of Data Science in Civil Engineering
Saturday November 2, 2024 1:00pm - 4:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Saturday November 2, 2024 1:00pm - 4:00pm CET
  Day 1: Introduction to Digital Twins and Data Science
 
Sunday, November 3
 

9:00am CET

Data Processing and Management
Sunday November 3, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Sunday November 3, 2024 9:00am - 12:00pm CET
  Day 2: Data Collection and Processing

9:00am CET

Techniques for Data Collection in Road Infrastructure
Sunday November 3, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Sunday November 3, 2024 9:00am - 12:00pm CET
  Day 2: Data Collection and Processing

12:00pm CET

Lunch
Sunday November 3, 2024 12:00pm - 1:00pm CET
Sunday November 3, 2024 12:00pm - 1:00pm CET
  Networking Break

1:00pm CET

Hands-On Workshop: Data Collection Tools and Techniques
Sunday November 3, 2024 1:00pm - 4:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Sunday November 3, 2024 1:00pm - 4:00pm CET
  Day 2: Data Collection and Processing
 
Monday, November 4
 

9:00am CET

Case Studies on Predictive Maintenance
Monday November 4, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Monday November 4, 2024 9:00am - 12:00pm CET
  Day 3: Predictive Modeling and Analytics

9:00am CET

Introduction to Predictive Modeling in Infrastructure Management
Monday November 4, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Monday November 4, 2024 9:00am - 12:00pm CET
  Day 3: Predictive Modeling and Analytics

12:00pm CET

Lunch
Monday November 4, 2024 12:00pm - 1:00pm CET
Monday November 4, 2024 12:00pm - 1:00pm CET
  Networking Break

1:00pm CET

Practical Exercise: Developing Predictive Models
Monday November 4, 2024 1:00pm - 4:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Monday November 4, 2024 1:00pm - 4:00pm CET
  Day 3: Predictive Modeling and Analytics
 
Tuesday, November 5
 

9:00am CET

Integrating IoT in Road Infrastructure
Tuesday November 5, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Tuesday November 5, 2024 9:00am - 12:00pm CET
  Day 4: IoT and Sensor Technologies in Road Systems

9:00am CET

Sensor Technologies and Data Transmission
Tuesday November 5, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Tuesday November 5, 2024 9:00am - 12:00pm CET
  Day 4: IoT and Sensor Technologies in Road Systems

12:00pm CET

Lunch
Tuesday November 5, 2024 12:00pm - 1:00pm CET
Tuesday November 5, 2024 12:00pm - 1:00pm CET
  Networking Break

1:00pm CET

Workshop: IoT Device Setup and Data Integration
Tuesday November 5, 2024 1:00pm - 4:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Tuesday November 5, 2024 1:00pm - 4:00pm CET
  Day 4: IoT and Sensor Technologies in Road Systems
 
Wednesday, November 6
 

9:00am CET

Algorithms and Tools for Machine Learning
Wednesday November 6, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Wednesday November 6, 2024 9:00am - 12:00pm CET
  Day 5: AI and Machine Learning in Data Science

9:00am CET

Applying AI and Machine Learning in Roadway Data Analysis
Wednesday November 6, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Wednesday November 6, 2024 9:00am - 12:00pm CET
  Day 5: AI and Machine Learning in Data Science

12:00pm CET

Lunch
Wednesday November 6, 2024 12:00pm - 1:00pm CET
Wednesday November 6, 2024 12:00pm - 1:00pm CET
  Networking Break

1:00pm CET

Group Activity: Machine Learning Model Development
Wednesday November 6, 2024 1:00pm - 4:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Wednesday November 6, 2024 1:00pm - 4:00pm CET
  Day 5: AI and Machine Learning in Data Science
 
Thursday, November 7
 

9:00am CET

Communicating Insights through Data
Thursday November 7, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Thursday November 7, 2024 9:00am - 12:00pm CET
  Day 6: Data Visualization and Course Conclusion

9:00am CET

Techniques for Effective Data Visualization
Thursday November 7, 2024 9:00am - 12:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Thursday November 7, 2024 9:00am - 12:00pm CET
  Day 6: Data Visualization and Course Conclusion

12:00pm CET

Lunch
Thursday November 7, 2024 12:00pm - 1:00pm CET
Thursday November 7, 2024 12:00pm - 1:00pm CET
  Networking Break

1:00pm CET

Course Recap and Final Discussion
Thursday November 7, 2024 1:00pm - 4:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Thursday November 7, 2024 1:00pm - 4:00pm CET
  Day 6: Data Visualization and Course Conclusion

1:00pm CET

Feedback and Certificate Distribution Ceremony
Thursday November 7, 2024 1:00pm - 4:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Thursday November 7, 2024 1:00pm - 4:00pm CET
  Day 6: Data Visualization and Course Conclusion
 
Friday, November 8
 

9:00am CET

Visit to a Smart Road Infrastructure Project
Friday November 8, 2024 9:00am - 4:00pm CET
Speakers
avatar for Mehran Mazari

Mehran Mazari

Assistant Professor, California State University Los Angeles
Dr. Mehran Mazari is an Assistant Professor in the Department of Civil Engineering at Cal State LA, specializing in Transportation Infrastructure, Materials and Applied Data Science, Artificial Intelligence (AI) and Machine Learning (ML). He is the faculty director of Sikand Center... Read More →
Friday November 8, 2024 9:00am - 4:00pm CET
  Day 7: Field Trip
 
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Saturday, November 2
Sunday, November 3
Monday, November 4
Tuesday, November 5
Wednesday, November 6
Thursday, November 7
Friday, November 8
  • 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