Data Science (Record no. 1196)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02918nam a2200313Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250916130052.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220909b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780128147610 |
| 037 ## - SOURCE OF ACQUISITION | |
| Terms of availability | Textual |
| 040 ## - CATALOGING SOURCE | |
| Language of cataloging | eng |
| Transcribing agency | CSL |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng. |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | B28 Q9 |
| Assigning agency | CSL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kotu, Vijay |
| Relator term | author. |
| 9 (RLIN) | 821564 |
| 245 #0 - TITLE STATEMENT | |
| Title | Data Science |
| Remainder of title | : Concepts and Practice |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2 |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cambridge : |
| Name of publisher, distributor, etc. | Morgan Kaufmann Publishers, |
| Date of publication, distribution, etc. | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 548p. ill. |
| Dimensions | cm |
| 500 ## - GENERAL NOTE | |
| General note | Index 533-544p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Learn the basics of Data Science through an easy to understand conceptual framework and immediately practice using RapidMiner platform. Whether you are brand new to data science or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions.<br/>Data Science has become an essential tool to extract value from data for any organization that collects, stores and processes data as part of its operations. This book is ideal for business users, data analysts, business analysts, engineers, and analytics professionals and for anyone who works with data.<br/>You’ll be able to:<br/>Gain the necessary knowledge of different data science techniques to extract value from data. <br/>Master the concepts and inner workings of 30 commonly used powerful data science algorithms. Implement step-by-step data science process using using RapidMiner, an open source GUI based data science platform<br/>Data Science techniques covered: Exploratory data analysis, Visualization, Decision trees, Rule induction, k-nearest neighbors, Naïve Bayesian classifiers, Artificial neural networks, Deep learning, Support vector machines, Ensemble models, Random forests, Regression, Recommendation engines, Association analysis, K-Means and Density based clustering, Self organizing maps, Text mining, Time series forecasting, Anomaly detection, Feature selection and more...<br/> Contains fully updated content on data science, including tactics on how to mine business data for information<br/>Presents simple explanations for over twenty powerful data science techniques Enables the practical use of data science algorithms without the need for programming<br/>Demonstrates processes with practical use cases<br/>Introduces each algorithm or technique and explains the workings of a data science algorithm in plain languag Describes the commonly used setup options for the open source tool RapidMiner |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Rapid miner. |
| 9 (RLIN) | 821565 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Regression methods. |
| 9 (RLIN) | 821566 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Text mining. |
| 9 (RLIN) | 821567 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Time series forcasting. |
| 9 (RLIN) | 821568 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Statistics. |
| 9 (RLIN) | 821569 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Deshpande, Bala |
| Relator term | co-author. |
| 9 (RLIN) | 821570 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Classification part | B28 Q9 |
| Koha item type | Textual |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Science Library | Central Science Library | 2022-09-12 | 2984, 18/01/2019, The Book Seller | B28 Q9 | SL1653274 | 2022-09-12 | 2022-09-12 | Textual |