Professional Certificate in Applied Machine Learning for Cities
-- ViewingNowThe Professional Certificate in Applied Machine Learning for Cities is a valuable course that equips learners with essential skills for career advancement in the rapidly evolving field of machine learning. This program is designed to meet the growing industry demand for professionals who can apply machine learning techniques to solve real-world urban challenges.
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โข Unit 1: Introduction to Applied Machine Learning for Cities
โข Unit 2: Data Collection and Preparation for Urban Analytics
โข Unit 3: Fundamentals of Machine Learning Algorithms
โข Unit 4: Supervised Learning Techniques for Urban Applications
โข Unit 5: Unsupervised Learning and Dimensionality Reduction
โข Unit 6: Deep Learning and Neural Networks for Smart Cities
โข Unit 7: Time Series Analysis and Forecasting in Urban Contexts
โข Unit 8: Spatial Data Analysis and Geographic Information Systems
โข Unit 9: Ethical Considerations and Bias Mitigation in Urban AI
โข Unit 10: Applied Machine Learning Project in Urban Planning and Management
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