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Certificate Programme in Transportation Data Science
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课程详情
- Introduction to Transportation Data Science and its Applications
- Data Wrangling and Preprocessing for Transportation Data
- Statistical Analysis and Visualization of Transportation Data
- Machine Learning Techniques for Transportation Data Analysis (including Regression, Classification, Clustering)
- Spatial Data Analysis and Geographic Information Systems (GIS) for Transportation
- Transportation Network Modeling and Simulation
- Big Data Technologies for Transportation Data Science
- Case Studies in Transportation Data Science and Analytics
职业道路
Transportation Data Science Career Roles (UK) Description Transportation Data Analyst Analyze large datasets to optimize transportation networks, predict demand, and improve efficiency.
Involves using SQL, Python and data visualization tools.
Data Scientist, Transportation Planning Develop predictive models for traffic flow, route optimization, and public transport planning, leveraging machine learning algorithms and statistical analysis.
Senior Transportation Data Engineer Design, build, and maintain robust data pipelines for processing and analyzing transportation data.
Requires expertise in big data technologies and cloud platforms.
Transportation Modelling Specialist Develop and calibrate transportation models to simulate and forecast travel patterns.
Strong understanding of transport economics is crucial.
入学要求
- 对主题的基本理解
- 英语语言能力
- 计算机和互联网访问
- 基本计算机技能
- 完成课程的奉献精神
无需事先的正式资格。课程设计注重可访问性。
课程状态
本课程为职业发展提供实用的知识和技能。它是：
- 未经认可机构认证
- 未经授权机构监管
- 对正式资格的补充
成功完成课程后，您将获得结业证书。
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