Machine Learning at U of C
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This page contains a list of topics, definitions, and results from Machine Learning course at University of Chicago.
เนื้อหา
Week 1
Learning problem
Given a distribution on . We want to learn the objective function (with respect to the distribution ).
Learning Algorithms
Let Z be the set of possible samples. The learning algorithm is a function that maps a number of samples to a measurable function (denoted here by F a class of all measurable functions). Sometimes we consider a class of computable functions instead.