VC dimension I
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Machine Learning Concepts
@mlconceptsmap
explaining PAC
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A simple example of PAC learning
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Kernels
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Evolutionary equilibrium
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Evolution and Game theory
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Curse of dimensionality
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optimization - quadratic form
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Positive definite matrix and the Taylor expansion
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model validation
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Intuition on models and their complexity
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Union bound and ML theory
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4/5