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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⢠Unit 1: Introduction to Machine Learning & Urban Data Visualization
⢠Unit 2: Data Preprocessing for Urban Data Analysis
⢠Unit 3: Supervised Learning Algorithms in Machine Learning
⢠Unit 4: Unsupervised Learning Algorithms in Machine Learning
⢠Unit 5: Deep Learning for Urban Data Analysis
⢠Unit 6: Evaluation Metrics for Machine Learning Models
⢠Unit 7: Data Visualization Techniques for Urban Data
⢠Unit 8: Interactive Data Visualization with Urban Data
⢠Unit 9: Machine Learning Applications in Urban Planning
⢠Unit 10: Ethics and Bias in Machine Learning & Data Visualization
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