Professional Certificate in Machine Learning in Urban Settings
-- ViewingNowThe Professional Certificate in Machine Learning in Urban Settings is a comprehensive course designed to equip learners with essential skills in urban data analysis and machine learning. This program is critical for professionals in urban planning, transportation, public health, and related fields, where data-driven decision-making is increasingly important.
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Unit 1: Introduction to Machine Learning in Urban Settings
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Unit 2: Data Collection and Preprocessing for Urban ML Applications
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Unit 3: Supervised Learning Algorithms for Urban Analysis
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Unit 4: Unsupervised Learning Techniques in Urban Environments
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Unit 5: Spatial Analysis and Geospatial Data Processing
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Unit 6: Deep Learning for Urban Planning and Management
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Unit 7: Reinforcement Learning in Urban Settings
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Unit 8: Ethical Considerations in Machine Learning for Smart Cities
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Unit 9: Machine Learning for Transportation and Mobility
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Unit 10: Deploying and Monitoring Machine Learning Models in Urban Applications
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