Global Certificate in Machine Learning: Urban Data Frontiers
-- ViewingNowThe Global Certificate in Machine Learning: Urban Data Frontiers is a comprehensive course designed to equip learners with essential skills for dealing with urban data. This program emphasizes the importance of machine learning in urban development, covering topics such as data analysis, deep learning, and predictive modeling.
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โข Unit 1: Introduction to Machine Learning & Urban Data Frontiers
โข Unit 2: Data Preprocessing & Wrangling for Urban Data
โข Unit 3: Supervised Learning Algorithms in Machine Learning
โข Unit 4: Unsupervised Learning Algorithms in Machine Learning
โข Unit 5: Deep Learning & Neural Networks for Urban Data Analysis
โข Unit 6: Time Series Analysis & Forecasting in Urban Context
โข Unit 7: Computer Vision & Image Recognition in Smart Cities
โข Unit 8: Natural Language Processing (NLP) for Urban Data
โข Unit 9: Ethical Considerations & Bias Mitigation in Urban Machine Learning
โข Unit 10: Deploying Machine Learning Models in Urban Applications
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