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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⢠Unit 1: Introduction to Machine Learning & Smart Transportation Networks
⢠Unit 2: Data Mining & Big Data Analytics in Transportation Systems
⢠Unit 3: Advanced Machine Learning Techniques for Traffic Flow Prediction
⢠Unit 4: Deep Learning & Neural Networks in Intelligent Transportation Systems
⢠Unit 5: Computer Vision & Image Recognition for Vehicle Detection & Tracking
⢠Unit 6: Natural Language Processing for Autonomous Transportation Systems
⢠Unit 7: Reinforcement Learning & Multi-Agent Systems for Traffic Signal Control
⢠Unit 8: Machine Learning Applications in Public Transportation Optimization
⢠Unit 9: Machine Learning Ethics & Bias in Transportation Decision Making
⢠Unit 10: Capstone Project: Implementing Machine Learning Solutions in Smart Transportation Networks
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