Week 1 - Supervised Learning-Introduction to Machine Learning
Introduction to machine learning
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Week 1 - Supervised Learning-Supervised Learning
Supervised Learning problem
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Regression and Classification problems
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Model Selection
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Week 2 - Unsupervised Learning-Unsupervised Learning
Unsupervised Learning: Clustering
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Unsupervised Learning: Dimensionality Reduction
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Unsupervised Learning: Association Rules
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Week 3 - Reinforcement Learning-Sequential decision-making problems
Sequential decision-making problems
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Markov decision processes
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Reinforcement Learning algorithms
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