Data science and machine learning in R (Record no. 2611)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01808nam a22002057a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220628174040.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220628b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789354600333 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | THA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Thareja, Reema |
| 245 ## - TITLE STATEMENT | |
| Title | Data science and machine learning in R |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | McGraw Hill Education (India) Pvt. Ltd. |
| Place of publication, distribution, etc. | Chennai |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxiii, 472 p. |
| 365 ## - TRADE PRICE | |
| Price type code | INR |
| Price amount | 595.00 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Chapter 1: Introduction to Data Sciences and Machine Learning Chapter 2: Machine Learning Algorithms <br/>Chapter 3: Machine Learning Algorithms - II <br/>Chapter 4: Introduction to R<br/>Chapter 5: More on Data Structures <br/>Chapter 6: Decision Control and Looping Statements <br/>Chapter 7: Generating and Manipulating Data in R Chapter <br/>8: Working with Data Chapter <br/>9: Using dplyr () and tidyr () packages Chapter <br/>10: Plotting graphs in R Chapter <br/>11: Social Media Mining Chapter <br/>12: Implementing Machine Learning Algorithms Chapter <br/>13: Implementing Machine Learning Algorithms - II Index Online Content Appendices Case Studies<br/> |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | OVRERVIEW<br/><br/><br/>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 can also be used by research scholars and professionals. The text introduces the concepts of R programming language in a lucid way and enables the reader to use these to perform data science and machine learning applications for solving real-world problems. Every chapter in this book contains multiple programming exercises and examples that enhance the understanding of the subject.<br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data Science |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine Learning |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | TB608 | 04-06-2022 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 06/28/2022 | Technical Bureau India Pvt. Ltd. | 416.50 | 1 | 006.31 THA | 002474 | 04/18/2023 | 02/20/2023 | 1 | 595.00 | 06/28/2022 | Book |