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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⢠Unit 1: Introduction to Urban Data Science & AI
⢠Unit 2: Data Collection & Management in Smart Cities
⢠Unit 3: Exploratory Data Analysis for Urban Data
⢠Unit 4: Visualization of Urban Data
⢠Unit 5: Statistical Methods in Urban Data Science
⢠Unit 6: Machine Learning Techniques for Urban Data
⢠Unit 7: Deep Learning & Neural Networks in Urban Context
⢠Unit 8: AI & IoT Applications in Urban Infrastructure
⢠Unit 9: Ethical & Privacy Considerations in Urban Data Science
⢠Unit 10: Capstone Project: Real-World Urban Data Science Application
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