Professional Certificate in Urban Data Science & AI
-- ViewingNowThe Professional Certificate in Urban Data Science & AI is a crucial course designed to equip learners with essential skills in urban data analysis and artificial intelligence. This program is vital in today's world, where cities generate vast amounts of data that, when analyzed correctly, can lead to better decision-making, improved infrastructure, and increased livability.
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โข Unit 1: Introduction to Urban Data Science & AI
โข Unit 2: Data Collection & Management in Smart Cities
โข Unit 3: Exploratory Data Analysis for Urban Data
โข Unit 4: Visualization of Urban Data
โข Unit 5: Statistical Methods in Urban Data Science
โข Unit 6: Machine Learning Techniques for Urban Data
โข Unit 7: Deep Learning & Neural Networks in Urban Context
โข Unit 8: AI & IoT Applications in Urban Infrastructure
โข Unit 9: Ethical & Privacy Considerations in Urban Data Science
โข Unit 10: Capstone Project: Real-World Urban Data Science Application
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