Practical ststistics for data scientist (Record no. 7616)
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| 000 -LEADER | |
|---|---|
| fixed length control field | nam a22 7a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20181029165345.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 181029b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352135653 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | AIKTC-KRRC |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | ENG |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | DDC23 |
| Classification number | 001.422 |
| Item number | BRU/BRU |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 4953 |
| Personal name | Bruce, Peter |
| 245 ## - TITLE STATEMENT | |
| Title | Practical ststistics for data scientist |
| Remainder of title | : 50 essentials concepts |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Navi Mumbai |
| Name of publisher, distributor, etc. | |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvi, 298p. |
| Other physical details | | Binding - Paperback | |
| Dimensions | 23.5*18 cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.<br/><br/>Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. |
| Expansion of summary note | <br/>With this book, you’ll learn:<br/><br/> Why exploratory data analysis is a key preliminary step in data science<br/> How random sampling can reduce bias and yield a higher quality dataset, even with big data<br/> How the principles of experimental design yield definitive answers to questions<br/> How to use regression to estimate outcomes and detect anomalies<br/> Key classification techniques for predicting which categories a record belongs to<br/> Statistical machine learning methods that “learn” from data<br/> Unsupervised learning methods for extracting meaning from unlabeled data |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 4619 |
| Topical term or geographic name entry element | EXTC Engineering |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 4955 |
| Personal name | Bruce, Andrew |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Date last checked out | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Reference | School of Engineering & Technology | School of Engineering & Technology | Reference Section | 30/10/2018 | 2 | 740.00 | 6 | 001.422 BRU/BRU | E14535 | 23/06/2025 | 21/06/2024 | 925.00 | 30/10/2018 | Books | ||||
| Dewey Decimal Classification | Circulation | School of Engineering & Technology | School of Engineering & Technology | General Stacks | 02/11/2019 | 2 | 740.00 | 5 | 001.422 BRU/BRU | E15036 | 17/09/2025 | 03/09/2025 | 925.00 | 02/11/2019 | Books |