skip to content
Introduction to machine learning Preview this item
ClosePreview this item
Checking...

Introduction to machine learning

Author: Ethem Alpaydin
Publisher: Cambridge, Mass. : MIT Press, ©2004.
Series: Adaptive computation and machine learning.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"This book can be used by advanced undergraduates and graduate students who have completed courses in computer programming, probability, calculus, and linear algebra. It will also be of interest to engineers in the field who are concerned with the application of machine learning methods."--Jacket.
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Ethem Alpaydin
ISBN: 0262012111 9780262012119
OCLC Number: 56830710
Description: xxx, 415 pages : illustrations ; 24 cm.
Contents: Supervised learning --
Bayesian decision theory --
Parametric methods --
Multivariate methods --
Dimensionality reduction --
Clustering --
Nonparametric methods --
Decision trees --
Linear discrimination --
Multilayer perceptrons --
Local models --
Hidden Markov models --
Assessing and comparing classification algorithms --
Combining multiple learners --
Reinforcement learning --
Probability.
Series Title: Adaptive computation and machine learning.
Responsibility: Ethem Alpaydın.
More information:

Abstract:

"This book can be used by advanced undergraduates and graduate students who have completed courses in computer programming, probability, calculus, and linear algebra. It will also be of interest to engineers in the field who are concerned with the application of machine learning methods."--Jacket.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.

Similar Items

Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.