Data analytics and big data / (Record no. 12528)
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| control field | OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180529t20182018enk ob 001 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | N$T |
| Language of cataloging | eng |
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119528043 |
| Qualifying information | (electronic book) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1119528046 |
| Qualifying information | (electronic book) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119528067 |
| Qualifying information | (electronic book) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1119528062 |
| Qualifying information | (electronic book) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119528050 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1119528054 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781786303264 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 1786303264 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1002/9781119528043 |
| Source of number or code | doi |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | AU@ |
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| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | CHVBK |
| System control number | 516430963 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1037945978 |
| Canceled/invalid control number | (OCoLC)1038058137 |
| -- | (OCoLC)1038481574 |
| -- | (OCoLC)1038614293 |
| -- | (OCoLC)1039614457 |
| -- | (OCoLC)1065273797 |
| 037 ## - SOURCE OF ACQUISITION | |
| Stock number | 9820813 |
| Source of stock number/acquisition | IEEE |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.9.B45 |
| Item number | S43 2018 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 018000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 021000 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.7 |
| Edition number | 23 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sedkaoui, Soraya, |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Data analytics and big data / |
| Statement of responsibility, etc. | Soraya Sedkaoui. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | London, UK : |
| Name of producer, publisher, distributor, manufacturer | ISTE, Ltd. ; |
| Place of production, publication, distribution, manufacture | Hoboken : |
| Name of producer, publisher, distributor, manufacturer | John Wiley & Sons, Inc., |
| Date of production, publication, distribution, manufacture, or copyright notice | 2018. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | �2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Information systems, web and pervasive computing series |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The main purpose of this book is to investigate, explore and describe approaches and methods to facilitate data understanding through analytics solutions based on its principles, concepts and applications. But analyzing data is also about involving the use of software. For this, and in order to cover some aspect of data analytics, this book uses software (Excel, SPSS, Python, etc) which can help readers to better understand the analytics process in simple terms and supporting useful methods in its application. |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Online resource; title from digital title page (viewed on September 18, 2018). |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part 1. Towards an understanding of big data: Are you ready? -- From data to big data: you must walk before you can run -- Big data: a revolution that changes the game -- Part 2. Big data analytics: a compilation of advanced analytics techniques that covers a wide range of data -- Building an understanding of big data analytics -- Why data analytics and when can we use it? -- Data analytics process: there's great work behind the scenes -- Part 3. Data analytics and machine learning: the relevance of algorithms -- Machine learning: a method of data analysis that automates analytical model building -- Supervised versus unsupervised algorithms: a guided tour -- Applications and examples. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover; Half-Title Page; Dedication; Title Page; Copyright Page; Contents; Acknowledgments; Preface; Introduction; Why this book?; Whom is this book for?; Organization of the book; Glossary; PART 1 Towards an Understanding of Big Data:Are You Ready?; 1. From Data to Big Data: You Must Walk Before You Can Run; 1.1. Introduction; 1.2. No analytics without data; 1.2.1. Databases; 1.2.2. Raw data; 1.2.3. Text; 1.2.4. Images, audios and videos; 1.2.5. The Internet of Things; 1.3. From bytes to yottabytes: the data revolution; 1.4. Big data: definition; 1.5. The 3Vs model. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1.6. Why now and what does it bring?1.7. Conclusions; 2. Big Data: A Revolution that Changes the Game; 2.1. Introduction; 2.2. Beyond the 3Vs; 2.3. From understanding data to knowledge; 2.4. Improving decision-making; 2.5. Things to take into account; 2.5.1. Data complexity; 2.5.2. Data quality: look out! Not all data are the right data; 2.5.3. What else? ... Data security; 2.6. Big data and businesses; 2.6.1. Opportunities; 2.6.2. Challenges; 2.7. Conclusions; PART 2 Big Data Analytics: A Compilation of Advanced Analytics Techniques that Covers a Wide Range of Data. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3. Building an Understanding of Big Data Analytics3.1. Introduction; 3.2. Before breaking down the process ... What is data analytics?; 3.3. Before and after big data analytics; 3.4. Traditional versus advanced analytics: What is the difference?; 3.5. Advanced analytics: new paradigm; 3.6. New statistical and computational paradigm within the big data context; 3.7. Conclusions; 4. Why Data Analytics and When Can We Use It?; 4.1. Introduction; 4.2. Understanding the changes in context; 4.3. When real time makes the difference; 4.4. What should data analytics address? |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 4.5. Analytics culture within companies4.6. Big data analytics application: examples; 4.7. Conclusions; 5. Data Analytics Process: There's Great Work Behind the Scenes; 5.1. Introduction; 5.2. More data, more questions for better answers; 5.2.1. We can never say it enough: "there is no good wind for those who don't know where they are going"; 5.2.2. Understanding the basics: identify what we already know and what we have yet to find out; 5.2.3. Defining the tasks to be accomplished; 5.2.4. Which technology to adopt? |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5.2.5. Understanding data analytics is good but knowing how to use it is better! (What skills do you need?)5.2.6. What does the data project cost and how will it pay off in time?; 5.2.7. What will it mean to you once you find out?; 5.3. Next steps: do you have an idea about a "secret sauce"?; 5.3.1. First phase: find the data (data collection); 5.3.2. Second phase: construct the data (data preparation); 5.3.3. Third phase: go to exploration and modeling (data analysis); 5.3.4. Fourth phase: evaluate and interpret the results (evaluation and interpretation). |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | John Wiley and Sons |
| Provenance (VM) [OBSOLETE] | Wiley Online Library: Complete oBooks |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Big data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Databases. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Database management. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining. |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data Mining |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Donn�ees volumineuses. |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Bases de donn�ees |
| General subdivision | Gestion. |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Exploration de donn�ees (Informatique) |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS |
| General subdivision | Data Processing. |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS |
| General subdivision | Database Management |
| -- | General. |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Big data |
| Source of heading or term | fast |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining |
| Source of heading or term | fast |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Database management |
| Source of heading or term | fast |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Databases |
| Source of heading or term | fast |
| 758 ## - RESOURCE IDENTIFIER | |
| Relationship information | has work: |
| Label | Data analytics and big data (Text) |
| Real World Object URI | https://id.oclc.org/worldcat/entity/E39PCGWR4D7gRwgvr9YtVphkcP |
| Relationship | https://id.oclc.org/worldcat/ontology/hasWork |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Sedkaoui, Soraya. |
| Title | Data analytics and big data. |
| Place, publisher, and date of publication | Hoboken, New Jersey : ISTE Ltd/John Wiley and Sons Inc., 2018 |
| Physical description | 225 pages |
| International Standard Book Number | 9781786303264 |
| Record control number | (DLC) 2018936255 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Information systems, web and pervasive computing series. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://onlinelibrary.wiley.com/doi/book/10.1002/9781119528043">https://onlinelibrary.wiley.com/doi/book/10.1002/9781119528043</a> |
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