Certificate in Machine Learning & Urban Data Visualization
-- ViewingNowThe Certificate in Machine Learning & Urban Data Visualization is a comprehensive course designed to equip learners with essential skills for career advancement in today's data-driven economy. This course is of utmost importance as it bridges the gap between urban data analysis and machine learning, two critical areas that are shaping the future of smart cities and sustainable urban development.
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โข Unit 1: Introduction to Machine Learning & Urban Data Visualization
โข Unit 2: Data Preprocessing for Urban Data Analysis
โข Unit 3: Supervised Learning Algorithms in Machine Learning
โข Unit 4: Unsupervised Learning Algorithms in Machine Learning
โข Unit 5: Deep Learning for Urban Data Analysis
โข Unit 6: Evaluation Metrics for Machine Learning Models
โข Unit 7: Data Visualization Techniques for Urban Data
โข Unit 8: Interactive Data Visualization with Urban Data
โข Unit 9: Machine Learning Applications in Urban Planning
โข Unit 10: Ethics and Bias in Machine Learning & Data Visualization
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