RegML: Regularization Methods for Machine Learning An Advanced Machine Learning Course
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An Advanced Machine Learning Course
24 hours in 12 classes of 2 hours each. There can be a final examination previous agreement
with the instructors.
Where DIBRIS - Via Dodecaneso, 35
A 20 hours advanced machine learning course including theory classes and practical laboratory session. The
course covers foundations as well as recent advances in Machine Learning with emphasis on high dimen-
sional data and regularization methods. In many respect the course is compressed version of the 9.520
course at MIT (http://www.mit.edu/~9.520)
Having attended a basic machine learning course is preferable. Also basic probability and calculus is
Notes will be given. Reference lists are available at the MIT link.
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