Statistics and data visualisation with Python / (Record no. 44057)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03157cam a2200373 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | CUTN |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250225105649.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220708s2023 flu ob 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000798401 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781003160359 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9780367749361 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9780367744519 |
| 041 ## - LANGUAGE CODE | |
| Language | English |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.502 |
| Edition number | 23/eng20221026 |
| Item number | ROG |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Rogel-Salazar, Jesus, |
| 245 10 - TITLE STATEMENT | |
| Title | Statistics and data visualisation with Python / |
| Statement of responsibility, etc | Dr. Jesús Rogel-Salazar. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Boca Raton, FL : |
| Name of publisher, distributor, etc | CRC Press, an imprint of Taylor & Francis Group, LLC, |
| Date of publication, distribution, etc | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxxviii, 515 pages : |
| Other physical details | illustrations ; |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | 1. Data, Stats and Stories - An Introduction<br/><br/>2. Python Programming Primer<br/><br/>3. Snakes, Bears & Other Numerical Beasts: NumPy, SciPy & Pandas<br/><br/>4. The Measure of All Things - Statistics<br/><br/>5. Definitely Maybe: Probability and Distributions<br/><br/>6. Alluring Arguments and Ugly Facts - Statistical Modelling and Hypothesis Testing<br/><br/>7. Delightful Details - Data Visualisation<br/><br/>8. Dazzling Data Designs - Creating Charts<br/><br/>A. Variance: Population v Sample<br/><br/>B. Sum of First n Integers<br/><br/>C. Sum of Squares of the First n Integers<br/><br/>D. The Binomial Coefficient<br/><br/>E. The Hypergeometric Distribution<br/><br/>F. The Poisson Distribution<br/><br/>G. The Normal Distribution<br/><br/>H. Skewness and Kurtosis<br/><br/>I. Kruskal-Wallis Test - No Ties |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "This book is intended to serve as a bridge in statistics for graduates and business practitioners interested in using their skills in the area of data science and analytics as well as statistical analysis in general. On the one hand, the book is intended to be a refresher for readers that have taken some courses in statistics, but who have not necessarily used it in their day-to-day work. On the other hand, the material can be suitable for readers interested in the subject as a first encounter with statistical work in Python. Statistics and Data Visualisation with Python aims to build statistical knowledge from the ground up by enabling the reader to understand the ideas behind inferential statistics, and begin to formulate hypotheses that form the foundations for the applications and algorithms in statistical analysis, business analytics, machine learning and applied machine learning. This book begins with the basics of programming in Python and data analysis, to help construct a solid basis in statistical methods and hypothesis testing, which are useful in many modern applications"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical statistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Python (Computer program language) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Information visualization. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | General Books |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Relator term | author. |
| 490 0# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC Press the python series |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| General subdivision | Data processing. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Print version: |
| Main entry heading | Rogel-Salazar, Jesus. |
| Title | Statistics and data visualisation with Python |
| Edition | First edition. |
| Place, publisher, and date of publication | Boca Raton, FL : CRC Press, 2023 |
| International Standard Book Number | 9780367749361 |
| Record control number | (DLC) 2022026521 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
| b | cbc |
| c | orignew |
| d | 1 |
| e | ecip |
| f | 20 |
| g | y-gencatlg |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Location | Shelving location | Date of Cataloging | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Non-fiction | CUTN Central Library | CUTN Central Library | Sciences | 25/02/2025 | 519.502 ROG | 51817 | 25/02/2025 | 25/02/2025 | General Books |