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• Lecture - 5.2.2 Video: Tabular Q-Learning

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• Lecture - 4.3.3 Video: Stochastic Gradient Descent

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• Lecture - 3.1.4 Video: Feature Selection vs Feature Extraction

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• Lecture - 3.1.3 Video: Dimensionality Reduction

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• Lecture - 2.5.2 Video: Wrap up clustering

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• Lecture - 2.3.2 Video: K-Means Clustering

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• Lecture - 1.2.2 What is a “good” regression model? MSE, MAE

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• Lecture - 1.1.3 Machine Learning Basics and Terminology

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• Lecture - 1.1.2 Why use Machine Learning?

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• Lecture - 4.7.1 Industry Perspective

  To put the theory into practice, the TU Delft has its own district heating networks. Information on the thermal energy...