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EBOOKCENTRAL_on1202459023 |
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OCoLC |
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20240329122006.0 |
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|a 1196837367
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|a 9781000196979
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|a 1000196976
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|z 0367561948
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|a UAMI
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| 100 |
1 |
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|a Claster, William B.
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| 245 |
1 |
0 |
|a Mathematics and Programming for Machine Learning with R
|h [electronic resource] :
|b From the Ground Up.
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| 260 |
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|a Milton :
|b Taylor & Francis Group,
|c 2020.
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| 300 |
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|a 1 online resource (431 p.)
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| 500 |
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|a Description based upon print version of record.
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| 505 |
0 |
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|a Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Table of Contents -- List of Figures -- List of Tables -- Preface -- Acknowledgments -- Author -- 1 Functions Tutorial -- 2 Logic and R -- 3 Sets with R: Building the Tools -- 4 Probability -- 5 Naïve Rule -- 6 Complete Bayes -- 7 Naïve Bayes Classifier -- 8 Stored Model for Naïve Bayes Classifier -- 9 Review of Mathematics for Neural Networks -- 10 Calculus -- 11 Neural Networks -- Feedforward Process and Backpropagation Process -- 12 Programming a Neural Network Using OOP in R -- 13 Adding in a Bias Term
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| 505 |
8 |
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|a 14 Modular Version of Neural Networks for Deep Learning -- 15 Deep Learning with Convolutional Neural Networks -- 16 R Packages for Neural Networks, Deep Learning, and Naïve Bayes -- Index
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| 590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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| 650 |
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0 |
|a Machine learning.
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| 650 |
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0 |
|a R (Computer program language)
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| 650 |
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0 |
|a Programming (Mathematics)
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| 650 |
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6 |
|a Apprentissage automatique.
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| 650 |
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6 |
|a R (Langage de programmation)
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| 650 |
|
6 |
|a Programmation (Mathématiques)
|
| 650 |
|
7 |
|a Machine learning
|2 fast
|
| 650 |
|
7 |
|a Programming (Mathematics)
|2 fast
|
| 650 |
|
7 |
|a R (Computer program language)
|2 fast
|
| 758 |
|
|
|i has work:
|a Mathematics and programming for machine learning with R (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCXw9DwqkqVjtyqcPQWBmdP
|4 https://id.oclc.org/worldcat/ontology/hasWork
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| 776 |
0 |
8 |
|i Print version:
|a Claster, William B.
|t Mathematics and Programming for Machine Learning with R : From the Ground Up
|d Milton : Taylor & Francis Group,c2020
|z 9780367561949
|
| 856 |
4 |
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|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6352549
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