Executive Development Programme in Data-Driven Urban Renewal Projects

• Data Analysis for Urban Renewal — This unit covers the fundamentals of data analysis, with a specific focus on its application in urban renewal projects. Topics include data collection, cleaning, and preprocessing, as well as statistical analysis and visualization techniques. • Urban Data Visualization — This unit explores best practices for data visualization in the context of urban renewal. Students will learn how to create effective visualizations that communicate complex data insights to stakeholders and the public. • Machine Learning for Urban Planning — This unit introduces machine learning techniques and their potential applications in urban planning and renewal. Topics include supervised and unsupervised learning, predictive modeling, and natural language processing. • Geographic Information Systems (GIS) for Urban Renewal — This unit covers the use of GIS technology in urban renewal projects. Students will learn how to collect, analyze, and visualize spatial data to inform decision-making and planning. • Data-Driven Decision Making in Urban Renewal — This unit focuses on the practical application of data analysis and visualization in urban renewal projects. Students will learn how to use data to inform decision-making, prioritize interventions, and measure impact. • Data Privacy and Security in Urban Renewal — This unit covers best practices for protecting data privacy and security in urban renewal projects. Topics include data governance, ethical considerations, and cybersecurity measures. • Urban Data Management — This unit explores the challenges and opportunities of managing large datasets in urban renewal projects. Students will learn how to design and implement effective data management strategies that ensure data quality, accuracy, and accessibility. • Public Engagement and Data in Urban Renewal — This unit covers the role of public engagement in data-driven urban renewal projects. Students will learn how to use data to engage stakeholders, build trust, and promote transparency in the urban renewal process. • Evaluating the Impact of Urban Renewal Projects — This unit focuses on the use of data and analytics to evaluate the impact of urban renewal projects. Students will learn how to design and implement impact evaluations, interpret results, and communicate findings to stakeholders.