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Foundations of Machine Learning Foundations of Machine Learning
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Karl
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Foundations of Machine Learning (Adaptive Computation and Machine Learning)

Hadil AL-Sawaiee
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Some standard learning tasks of Machine Learning:
1) Classification: assigning category to each item
2) Regression: predicting a real value for each item
3) Ranking: learning to order items according to some criterion
4) Clustering: partitioning a set of items into homogenous subsets
5) Dimensionality reduction: transforming a representation to lower-dimensioned preserving some initial item properties
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Foundations of Machine Learning

Léo
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Foundations of Machine Learning

Shahed
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Foundations of Machine Learning

Shahed
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Foundations of Machine Learning

Shahed
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Foundations of Machine Learning

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