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Collection of machine learning algorithms for solving data mining problems implemented in Java and open sourced under the GPL. Features documentation and related projects.
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CSC 411 / CSC D11 Introduction to Machine Learning 1 Introduction to Machine Learning Machine learning is a set of tools that, broadly speaking, allow us to "teach" computers how to perform tasks by providing examples of how ...
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Data mining is the computing process of discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems. It is an interdisciplinary subfield of computer science. The ...
Among other categories of machine learning problems, learning to learn learns its own inductive bias based on previous experience. Developmental learning, elaborated for robot learning, generates its own sequences (also called ...
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Data Mining, Machine Learning and Data Mining 2 Comments Online clustering with distance metric learning June 11, 2015 October 2, 2015 okada We present a novel incremental clustering algorithm which assigns of a set of, ...
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Machine learning is the subfield of computer science that, according to Arthur , gives "computers the ability to learn without being explicitly programmed." [verify] , an American pioneer in the field of computer gaming ...
Duration 14 hours (usually 2 days including breaks) Requirements This course is part of the Data Scientist skill set (Domain: Analytical Techniques and Methods) Course Outline Introduction to Data mining and Machine ...
Introduction to Data mining and Machine Learning Statistical learning vs. Machine learning Iteration and evaluation BiasVariance tradeoff Regression Linear regression Generalizations and Nonlinearity Exercises Classification Bayesian ...
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