The Resource Machine learning classification algorithms using MATLAB, Nouman Azam

Machine learning classification algorithms using MATLAB, Nouman Azam

Label
Machine learning classification algorithms using MATLAB
Title
Machine learning classification algorithms using MATLAB
Statement of responsibility
Nouman Azam
Creator
Speaker
Subject
Language
eng
Summary
"This course is designed to cover one of the most interesting areas of machine learning called classification. I will take you step-by-step in this course and will first cover the basics of MATLAB. Following that we will look into the details of how to use different machine learning algorithms using MATLAB. Specifically, we will be looking at the MATLAB toolbox called statistic and machine learning toolbox. We will implement some of the most commonly used classification algorithms such as K-Nearest Neighbor, Naive Bayes, Discriminant Analysis, Decision Tress, Support Vector Machines, Error Correcting Output Codes and Ensembles. Following that we will be looking at how to cross validate these models and how to evaluate their performances. Intuition into the classification algorithms is also included so that a person with no mathematical background can still comprehend the essential ideas. The following are the course outlines."--Resource description page
Cataloging source
UMI
Characteristic
videorecording
http://library.link/vocab/creatorName
Azam, Nouman
LC call number
TA345.5.M42
PerformerNote
Presenter, Nouman Azam
Runtime
414
http://library.link/vocab/subjectName
  • Machine learning
  • Computer algorithms
Technique
live action
Label
Machine learning classification algorithms using MATLAB, Nouman Azam
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781788992213
Instantiates
Publication
Note
Title from resource description page (Safari, viewed February 3, 2018)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
unknown
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Control code
on1022875836
Dimensions
unknown
Extent
online resource (1 volume)
Form of item
online
Media category
  • computer
  • video
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • c
  • v
Medium for sound
other
Other physical details
illustrations.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0500000938
System control number
(OCoLC)1022875836
Video recording format
other
Label
Machine learning classification algorithms using MATLAB, Nouman Azam
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781788992213
Publication
Note
Title from resource description page (Safari, viewed February 3, 2018)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
unknown
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Control code
on1022875836
Dimensions
unknown
Extent
online resource (1 volume)
Form of item
online
Media category
  • computer
  • video
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • c
  • v
Medium for sound
other
Other physical details
illustrations.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0500000938
System control number
(OCoLC)1022875836
Video recording format
other

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      42.7009413 -71.1255084
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