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Week - 1 |
Introduction to Artificial Intelligence and Machine Learning |
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Week - 2 |
Machine Learning in Geographic Information Systems and Remote Sensing |
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Week - 3 |
Learning Approaches in Machine Learning |
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Week - 4 |
Classification, Regression, Prediction |
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Week - 5 |
Clustering, Dimensionality Reduction, Feature Extraction |
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Week - 6 |
Decision Trees and Random Forests |
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Week - 7 |
Support Vector Machines |
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Week - 8 |
Artificial Neural Networks and Deep Learning |
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Week - 9 |
Applications of Machine Learning in Geographic Information Systems - Part I |
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Week - 10 |
Applications of Machine Learning in Geographic Information Systems - Part II |
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Week - 11 |
Applications of Machine Learning in Remote Sensing - Part I |
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Week - 12 |
Applications of Machine Learning in Remote Sensing - Part II |
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Week - 13 |
Application of Machine Learning Techniques to Problems in Geographic Information Systems and Remote Sensing |
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Week - 14 |
Project Presentations |
Eskisehir Technical University Info Package