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Practical Data Science for Roadway Professionals
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Practical Data Science for Roadway Professionals
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Tuesday
, February 1
TBA
12:00pm •
Introduction and Background
12:00pm •
Fundamental Concepts of Data Science
12:00pm •
Big Data and Artificial Intelligence (AI)
Thursday
, February 3
TBA
12:00pm •
Sources of Data for Transportation Infrastructure
12:00pm •
Exploring Knowledge from Roadway Data
12:00pm •
Transportation Data Management and Storage
Tuesday
, February 8
TBA
12:00pm •
Introduction to Data Science Tools
12:00pm •
Types of Data and Variations
12:00pm •
Tools to Process and Visualize Data
Thursday
, February 10
TBA
12:00pm •
Introduction to Data Visualization
12:00pm •
Best Practices in Data Visualization for Transportation Applications
12:00pm •
Visualization Tools and Methods
Tuesday
, February 15
TBA
12:00pm •
How to Present Various Data Sources
12:00pm •
Story Telling with Data
12:00pm •
Extract Patterns from Data
Thursday
, February 17
TBA
12:00pm •
Innovations and Advances in AI
12:00pm •
AI Methods and Tools for Roadway Agencies
12:00pm •
Introduction to Artificial Intelligence (AI) Applications
Tuesday
, February 22
TBA
12:00pm •
Applications of ML in Transportation
12:00pm •
Innovations and Showcases of Practical ML for Roadway Data
12:00pm •
Introduction to Machine Learning (ML)
Thursday
, February 24
TBA
12:00pm •
Hands-On Data Visualization Tutorial
12:00pm •
Roadway Data Sample and Implementation of Data Science Tools
12:00pm •
Step-By-Step Implementation of a Practical AI Tool
Timezone
Practical Data Science for Roadway Professionals
America/New York
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Practical Data Science for Roadway Professionals
Feb 1
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24, 2022
February 2022
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