Data Science in R : (Record no. 30783)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02529nam a2200265Ia 4500 |
| 001 - CONTROL NUMBER | |
| control field | 41553 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-BdCUP |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230421155128.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230413s2023 000 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781482234817 |
| 040 ## - CATALOGING SOURCE | |
| Language of cataloging | eng |
| Transcribing agency | IN-BdCUP |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.502855133 |
| Item number | NOL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Nolan, Deborah |
| 245 #0 - TITLE STATEMENT | |
| Title | Data Science in R : |
| Remainder of title | A Case Studies Approach to Computational Reasoning and Problem Solving / |
| Statement of responsibility, etc. | Nolan, Deborah & Lang, Duncan Temple |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | London : |
| Name of publisher, distributor, etc. | Chapman and Hall/CRC, |
| Date of publication, distribution, etc. | 2015. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 539 p. ; |
| Dimensions | 25 cm. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Effectively Access, Transform, Manipulate, Visualize, and Reason about Data and Computation Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving illustrates the details involved in solving real computational problems encountered in data analysis. It reveals the dynamic and iterative process by which data analysts approach a problem and reason about different ways of implementing solutions. The book's collection of projects, comprehensive sample solutions, and follow-up exercises encompass practical topics pertaining to data processing, including: Non-standard, complex data formats, such as robot logs and email messages Text processing and regular expressions Newer technologies, such as Web scraping, Web services, Keyhole Markup Language (KML), and Google Earth Statistical methods, such as classification trees, k-nearest neighbors, and na�ve Bayes Visualization and exploratory data analysis Relational databases and Structured Query Language (SQL) Simulation Algorithm implementation Large data and efficiency Suitable for self-study or as supplementary reading in a statistical computing course, the book enables instructors to incorporate interesting problems into their courses so that students gain valuable experience and data science skills. Students learn how to acquire and work with unstructured or semistructured data as well as how to narrow down and carefully frame the questions of interest about the data. Blending computational details with statistical and data analysis concepts, this book provides readers with an understanding of how professional data scientists think about daily computational tasks. It will improve readers' computational reasoning of real-world data analyses. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Problem solving |
| Topical term or geographic name entry element | Business & Economics |
| Topical term or geographic name entry element | Data Science in R |
| Topical term or geographic name entry element | Computational Reasoning |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Lang, Duncan Temple |
| 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 | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Bill number | Total checkouts | Full call number | Barcode | Date last seen | Actual Cost, replacement price | Bill Date | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Ranganathan Library | Ranganathan Library | 13/03/2020 | K. K. Distributors, Delhi | 6367.00 | 4113 | 519.502855133 NOL | 038212 | 13/04/2023 | 4139.00 | 02/02/2020 | Book |