Global Certificate in Urban Housing Data Science
-- अभी देख रहे हैंThe Global Certificate in Urban Housing Data Science is a comprehensive program designed to equip learners with essential data science skills tailored for the urban housing industry. This course is crucial in today's data-driven world, where decision-making in urban housing relies heavily on accurate data analysis.
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पाठ्यक्रम विवरण
• Introduction to Urban Housing Data Science: Overview of data science and its applications in urban housing, data collection methods, and data types.
• Data Analysis for Urban Housing: Exploratory data analysis, statistical analysis, and data visualization techniques.
• Machine Learning for Urban Housing: Supervised and unsupervised machine learning techniques, model evaluation, and hyperparameter tuning.
• Geographic Information Systems (GIS) for Urban Housing: Spatial data analysis, GIS software, and spatial data visualization.
• Data Ethics and Privacy in Urban Housing: Ethical considerations, data privacy laws, and best practices for handling sensitive data.
• Big Data and Cloud Computing for Urban Housing: Big data frameworks, cloud computing, and data management in urban housing.
• Urban Housing Policy and Data Science: Introduction to urban housing policies, housing market analysis, and policy evaluation using data science.
• Advanced Topics in Urban Housing Data Science: Natural language processing, computer vision, and other advanced techniques.
Note: The above units are presented in plain HTML code format, without any headings, descriptions, or explanations. Each unit is prefixed with the HTML entity • (•) for easy readability, and separated by
tags for line breaks between units.
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