The Resource Getting started with machine learning with R, Tim Hoolihan

Getting started with machine learning with R, Tim Hoolihan

Label
Getting started with machine learning with R
Title
Getting started with machine learning with R
Statement of responsibility
Tim Hoolihan
Creator
Speaker
Subject
Language
eng
Summary
"Machine learning is a subfield of computer science that gives computers the ability to learn without being explicitly programmed. It explores the study and construction of algorithms that can learn from, and make predictions on, data. The R language is widely used among statisticians and data miners to develop statistical software and perform data analysis. Machine Learning is a growing field that focuses on teaching computers to do work that was traditionally reserved for humans; it is a cross-functional domain that uses concepts from statistics, math, software engineering, and more. In this course you will start by organizing your data and then predicting it. Then you will work through various examples. The first example will demonstrate (using linear regression) predicting the murder arrest rate based on arrest data for a given State. Here you will explore R Studio and libraries, how to apply linear regression, how to score test sets, and plotting test results on a Cartesian plane. Then the next example will use logistic regression to predict for a classification problem on breast cancer: forecasting insurance types based on medical treatment. This example demonstrate labeling and scaling data, how cross-validation works, and how to apply Logistic regression. Finally you will move on the next example--automobile classification--where you will use the caret package in R to simplify some of these steps."--Resource description page
Cataloging source
UMI
Characteristic
videorecording
http://library.link/vocab/creatorName
Hoolihan, Tim
LC call number
Q325.5
PerformerNote
Presenter, Tim Hoolihan
Runtime
81
http://library.link/vocab/subjectName
  • Machine learning
  • R (Computer program language)
Technique
live action
Label
Getting started with machine learning with R, Tim Hoolihan
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781785883071
Instantiates
Publication
Note
Title from resource description page (Safari, viewed April 17, 2017)
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
ocn983202651
Dimensions
unknown
Extent
1online 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
CL0500000850
System control number
(OCoLC)983202651
Video recording format
other
Label
Getting started with machine learning with R, Tim Hoolihan
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781785883071
Publication
Note
Title from resource description page (Safari, viewed April 17, 2017)
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
ocn983202651
Dimensions
unknown
Extent
1online 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
CL0500000850
System control number
(OCoLC)983202651
Video recording format
other

Library Locations

    • Merrimack Valley Library ConsortiumBorrow it
      4 High Street, Suite 175, North Andover, MA, 01845, US
      42.7009413 -71.1255084
Processing Feedback ...