Certificate in Machine Learning for Connected Cities
-- ViewingNowThe Certificate in Machine Learning for Connected Cities is a comprehensive course designed to equip learners with essential skills in machine learning and data analysis for smart city development. This course is critical in today's world, where cities are increasingly leveraging technology to improve infrastructure, services, and quality of life.
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โข Introduction to Machine Learning & Connected Cities
โข Data Acquisition & Preprocessing for Smart Cities
โข Supervised Learning Algorithms in Urban Contexts
โข Unsupervised Learning & Clustering Techniques for City Data
โข Deep Learning for Predictive Analytics in Smart Cities
โข Time Series Analysis & Forecasting for Connected Urban Infrastructure
โข Computer Vision & Image Processing in Smart Cities
โข Natural Language Processing & Sentiment Analysis in Urban Scenarios
โข Machine Learning Ethics & Bias in Connected Cities
โข Real-world Applications of Machine Learning in Smart Cities
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