Data Science and Machine Learning with R
1st Edition
9354600336
·
9789354600333
© 2022 | Published: July 27, 2021
OverviewThe book has been designed keeping in mind the needs of the beginners of this subject area while having no prior knowledge in this field. It is aimed to be used as a textbook for undergraduate and postgraduate students. However, it
Chapters
Chapter 1: Introduction to Data Sciences and Machine Learning Chapter 2: Machine Learning Algorithms
Chapter 3: Machine Learning Algorithms - II
Chapter 4: Introduction to R
Chapter 5: More on Data Structures
Chapter 6: Decision Control and Looping Statements
Chapter 7: Generating and Manipulating Data in R
Chapter 8: Working with Data
Chapter 9: Using dplyr () and tidyr () packages
Chapter 10: Plotting graphs in R
Chapter 11: Social Media Mining
Chapter 12: Implementing Machine Learning Algorithms
Chapter 13: Implementing Machine Learning Algorithms - II Index Online Content Appendices Case Studies
Chapter 1: Introduction to Data Sciences and Machine Learning Chapter 2: Machine Learning Algorithms
Chapter 3: Machine Learning Algorithms - II
Chapter 4: Introduction to R
Chapter 5: More on Data Structures
Chapter 6: Decision Control and Looping Statements
Chapter 7: Generating and Manipulating Data in R
Chapter 8: Working with Data
Chapter 9: Using dplyr () and tidyr () packages
Chapter 10: Plotting graphs in R
Chapter 11: Social Media Mining
Chapter 12: Implementing Machine Learning Algorithms
Chapter 13: Implementing Machine Learning Algorithms - II Index Online Content Appendices Case Studies
Overview
The book has been designed keeping in mind the needs of the beginners of this subject area while having no prior knowledge in this field. It is aimed to be used as a textbook for undergraduate and postgraduate students. However, it
The book has been designed keeping in mind the needs of the beginners of this subject area while having no prior knowledge in this field. It is aimed to be used as a textbook for undergraduate and postgraduate students. However, it