Professional Certificate in Data-Driven Urban Design
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⢠Data Analysis for Urban Design: This unit will cover the fundamentals of data analysis and how it can be applied to urban design. Students will learn how to collect, clean, and analyze data to inform their designs.
⢠Geographic Information Systems (GIS) for Urban Design: This unit will teach students how to use GIS technology to visualize and analyze urban data. Students will learn how to create maps, conduct spatial analysis, and use GIS data to inform their designs.
⢠Data Visualization for Urban Design: This unit will teach students how to present data in a clear and effective way to stakeholders. Students will learn how to create charts, graphs, and other visualizations that effectively communicate complex data.
⢠Machine Learning for Urban Design: This unit will introduce students to machine learning algorithms and how they can be applied to urban design. Students will learn how to use machine learning to make predictions, identify patterns, and make data-driven decisions.
⢠Smart Cities and Urban Data: This unit will teach students about the concept of smart cities and how urban data can be used to improve city infrastructure and services. Students will learn about the latest trends and technologies in smart cities and how they can be applied to urban design.
⢠Urban Sensing and Data Collection: This unit will teach students about the various methods for collecting urban data, including sensors, surveys, and remote sensing. Students will learn how to design and implement data collection strategies to inform their designs.
⢠Data-Driven Decision Making for Urban Design: This unit will teach students how to use data to make informed decisions in urban design. Students will learn about decision-making frameworks and how to use data to evaluate the effectiveness of their designs.
⢠Ethics and Privacy in Urban Data: This unit will teach students about the ethical considerations of working with urban data, including privacy concerns and data security. Students will learn about best practices for protecting data and ensuring privacy in urban design.
⢠Urban Data Management: This unit will teach students how to manage and maintain urban data for long-term use. Students will learn about data governance, data quality, and data management best practices to ensure that data remains accurate and up-to-date.
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