Modern Data Science With R (Record no. 48029)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02173cam a2200301 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | RNL |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260330044826.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 201130s2021 flu ob 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781032941677 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | RCL |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 B341M |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Baumer, Benjamin, |
| 245 10 - TITLE STATEMENT | |
| Title | Modern Data Science With R |
| Statement of responsibility, etc | / Benjamin S. Baumer, Daniel T. Kaplan, and Nicholas J. Horton. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication | Oxford: |
| Name of publisher | CRC Press, |
| Year of publication | 2025. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xvii, 631p. ; 24cm. |
| Other physical details | illustration; |
| 490 0# - SERIES STATEMENT | |
| Series statement | Chapman and Hall/CRC Press texts in statistical science |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and indexes. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world data problems. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical programming in the state-of-the-art R/RStudio computing environment can be leveraged to extract meaningful information from a variety of data in the service of addressing compelling questions. The second edition is updated to reflect the growing influence of the tidyverse set of packages. All code in the book has been revised and styled to be more readable and easier to understand. New functionality from packages like sf, purrr, tidymodels, and tidytext is now integrated into the text. All chapters have been revised, and several have been split, re-organized, or re-imagined to meet the shifting landscape of best practice. From a review of the first edition: "Modern Data Science with R ... is rich with examples and is guided by a strong narrative voice. What's more, it presents an organizing framework that makes a convincing argument that data science is a course distinct from applied statistics" (The American Statistician)"-- |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data mining. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Big data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Mathematical statistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kaplan, Daniel, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Horton, Nicholas J., |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Full call number | Accession Number | Cost, replacement price | Lost status | Damaged status | Price effective from | Koha item type | Not for loan | Collection code | Withdrawn status | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 006.312 B341M | 65868 | 3495.00 | 03/30/2026 | Books | Statistics Department Books | RCL | RCL | General Stacks | 03/06/2026 | 3495.00 |