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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⢠Unit 1: Introduction to Applied Machine Learning for Cities
⢠Unit 2: Data Collection and Preparation for Urban Analytics
⢠Unit 3: Fundamentals of Machine Learning Algorithms
⢠Unit 4: Supervised Learning Techniques for Urban Applications
⢠Unit 5: Unsupervised Learning and Dimensionality Reduction
⢠Unit 6: Deep Learning and Neural Networks for Smart Cities
⢠Unit 7: Time Series Analysis and Forecasting in Urban Contexts
⢠Unit 8: Spatial Data Analysis and Geographic Information Systems
⢠Unit 9: Ethical Considerations and Bias Mitigation in Urban AI
⢠Unit 10: Applied Machine Learning Project in Urban Planning and Management
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