School of Cyber Tech
Machine Learning
Machine learning is taking over the world - it is benefiting companies across industries. It is helping organizations create systems that can understand, learn, predict, adapt, and operate on their own. Thus, understanding how machine learning wor...
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Course content
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Module 2: Concept Learning and the General-to-specific Ordering
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Module 3: Decision Tree Learning
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Module 4: Machine Learning in Practice
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Module 5: Beyond Binary Classification
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Module 6: Linear Models
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Module 7: Probabilistic Modelling
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Module 8: Artificial Neural Networks
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Module 9: Kernel Methods
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Module 10: Evaluating Hypotheses
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Module 11: Bayesian Learning
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Module 12: Computation Learning Theory
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Module 13: Instance-based Learning
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Module 14: Genetic Algorithms
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Module 15: Learning Sets of Rules
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Module 16: Analytical Learning
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Module 17: Combining Inductive and Analytical Learning
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Module 18: Reinforcement Learning