Graduate Certificate in Machine Learning for Smart Transportation Networks
-- ViewingNowThe Graduate Certificate in Machine Learning for Smart Transportation Networks is a comprehensive course that equips learners with essential skills for careers in intelligent transportation systems. This program emphasizes the application of machine learning to optimize transportation networks, enhancing safety, efficiency, and sustainability.
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โข Unit 1: Introduction to Machine Learning & Smart Transportation Networks
โข Unit 2: Data Mining & Big Data Analytics in Transportation Systems
โข Unit 3: Advanced Machine Learning Techniques for Traffic Flow Prediction
โข Unit 4: Deep Learning & Neural Networks in Intelligent Transportation Systems
โข Unit 5: Computer Vision & Image Recognition for Vehicle Detection & Tracking
โข Unit 6: Natural Language Processing for Autonomous Transportation Systems
โข Unit 7: Reinforcement Learning & Multi-Agent Systems for Traffic Signal Control
โข Unit 8: Machine Learning Applications in Public Transportation Optimization
โข Unit 9: Machine Learning Ethics & Bias in Transportation Decision Making
โข Unit 10: Capstone Project: Implementing Machine Learning Solutions in Smart Transportation Networks
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