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Ramasubramanian, Karthik

Machine Learning Using R

Ramasubramanian, Karthik - Machine Learning Using R, ebook

53,80€

Ebook, PDF with Adobe DRM
ISBN: 9781484223345
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Table of contents

1. Introduction to Machine Learning and R
Karthik Ramasubramanian, Abhishek Singh

2. Data Preparation and Exploration
Karthik Ramasubramanian, Abhishek Singh

3. Sampling and Resampling Techniques
Karthik Ramasubramanian, Abhishek Singh

4. Data Visualization in R
Karthik Ramasubramanian, Abhishek Singh

5. Feature Engineering
Karthik Ramasubramanian, Abhishek Singh

6. Machine Learning Theory and Practices
Karthik Ramasubramanian, Abhishek Singh

7. Machine Learning Model Evaluation
Karthik Ramasubramanian, Abhishek Singh

8. Model Performance Improvement
Karthik Ramasubramanian, Abhishek Singh

9. Scalable Machine Learning and Related Technologies
Karthik Ramasubramanian, Abhishek Singh

Keywords: Computer Science, Computing Methodologies, Programming Techniques, Programming Languages, Compilers, Interpreters, Database Management

Author(s)
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Page amount
23 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781484223345
Printed ISBN
978-1-4842-2333-8

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