Practical Data Science with R
By: Zumel, Nina.
Contributor(s): Mount, John.
Material type:
BookPublisher: New Delhi Dreamtech Press 2016,2003Description: 389.ISBN: 978-93-5119-437-8.Subject(s): Computer Science | R LanguageDDC classification: 006.3
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BSDU Knowledge Resource Center, Jaipur General Stacks | 006.3 ZUM (Browse shelf) | Available | 014452 | |
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Books
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BSDU Knowledge Resource Center, Jaipur General Stacks | 006.3 ZUM (Browse shelf) | Available | 014453 |
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| 006.3 RIC Artificial Intelligence | 006.3 SHA Artificial Intelligence | 006.3 SHA Working with Artificial Intelligence: Using ANN and fuzzy logic | 006.3 ZUM Practical Data Science with R | 006.3 ZUM Practical Data Science with R | 006.31 DUT Machine Learning | 006.31 DUT Machine Learning |
Part 1 Introduction to data science
The data science process
· Loading data into R
Exploring data
Managing data
Part 2 Modeling methods
Choosing and evaluating models
Memorization methods
· Linear and logistic regression
Unsupervised methods
Exploring advanced methods
Part 3 Delivering results
Documentation and deployment
Producing effective presentations
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