Masterclass Certificate in Data Analysis for Urban Planning: Urban Trends

• Introduction to Data Analysis for Urban Planning
• Understanding Urban Trends and Patterns
• Data Collection Methods in Urban Planning
• Data Cleaning and Preprocessing for Urban Analysis
• Exploratory Data Analysis in Urban Planning
• Statistical Analysis and Modeling for Urban Trends
• Visualization Techniques for Urban Data Analysis
• Geographic Information Systems (GIS) and Spatial Data Analysis
• Machine Learning Applications in Urban Planning
• Ethical Considerations in Data Analysis for Urban Trends