Java data analysis :: data mining, big data analysis, NoSQL, and data visualization /
If you are a student or Java developer or a budding data scientist who wishes to learn the fundamentals of data analysis and learn to perform data analysis with Java, this book is for you. Some familiarity with elementary statistics and relational databases will be helpful but is not mandatory, to g...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham, UK :
Packt Publishing,
2017.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | If you are a student or Java developer or a budding data scientist who wishes to learn the fundamentals of data analysis and learn to perform data analysis with Java, this book is for you. Some familiarity with elementary statistics and relational databases will be helpful but is not mandatory, to get the most out of this book. A firm understanding of Java is required. This book will help you learn the tools and techniques in Java to conduct data analysis without any hassle. After getting a quick overview of what data science is and the steps involved in the process, you'll learn the statistical data analysis techniques and implement them using the popular Java APIs and libraries. Through practical examples, you will also learn the machine learning concepts such as classification and regression. By the end of this book, you will have a solid understanding of the various data analysis techniques, and how to implement them using Java. |
| Beschreibung: | Includes index. |
| Beschreibung: | 1 online resource (384 pages) : illustrations |
| ISBN: | 9781787286405 1787286401 1787285650 9781787285651 |
Internformat
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| 520 | |a If you are a student or Java developer or a budding data scientist who wishes to learn the fundamentals of data analysis and learn to perform data analysis with Java, this book is for you. Some familiarity with elementary statistics and relational databases will be helpful but is not mandatory, to get the most out of this book. A firm understanding of Java is required. This book will help you learn the tools and techniques in Java to conduct data analysis without any hassle. After getting a quick overview of what data science is and the steps involved in the process, you'll learn the statistical data analysis techniques and implement them using the popular Java APIs and libraries. Through practical examples, you will also learn the machine learning concepts such as classification and regression. By the end of this book, you will have a solid understanding of the various data analysis techniques, and how to implement them using Java. | ||
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| contents | Introduction to data analysis -- Data preprocessing -- Data visualization -- Statistics -- Relational databases -- Regression analysis -- Classification analysis -- Cluster analysis -- Recommender systems -- NoSQL databases -- Big data analysis with Java -- Java tools. |
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| indexdate | 2024-11-27T13:28:05Z |
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| publisher | Packt Publishing, |
| record_format | marc |
| spelling | Hubbard, J. R. (John Rast), 1943- https://id.oclc.org/worldcat/entity/E39PCjMfJD8HYPVVjG4BXcRRJC http://id.loc.gov/authorities/names/n85362151 Java data analysis : data mining, big data analysis, NoSQL, and data visualization / John R. Hubbard. Birmingham, UK : Packt Publishing, 2017. 1 online resource (384 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Online resource; title from cover (Safari, viewed October 31, 2017). Includes index. Introduction to data analysis -- Data preprocessing -- Data visualization -- Statistics -- Relational databases -- Regression analysis -- Classification analysis -- Cluster analysis -- Recommender systems -- NoSQL databases -- Big data analysis with Java -- Appendix A. Java tools. If you are a student or Java developer or a budding data scientist who wishes to learn the fundamentals of data analysis and learn to perform data analysis with Java, this book is for you. Some familiarity with elementary statistics and relational databases will be helpful but is not mandatory, to get the most out of this book. A firm understanding of Java is required. This book will help you learn the tools and techniques in Java to conduct data analysis without any hassle. After getting a quick overview of what data science is and the steps involved in the process, you'll learn the statistical data analysis techniques and implement them using the popular Java APIs and libraries. Through practical examples, you will also learn the machine learning concepts such as classification and regression. By the end of this book, you will have a solid understanding of the various data analysis techniques, and how to implement them using Java. Java (Computer program language) http://id.loc.gov/authorities/subjects/sh95008574 Java (Computer program language) Handbooks, manuals, etc. Relational databases Computer programs. Regression analysis Computer programs. http://id.loc.gov/authorities/subjects/sh85112393 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Information visualization. http://id.loc.gov/authorities/subjects/sh2002000243 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Relational databases. http://id.loc.gov/authorities/subjects/sh86007768 Data Mining https://id.nlm.nih.gov/mesh/D057225 Java (Langage de programmation) Java (Langage de programmation) Guides, manuels, etc. Bases de données relationnelles Logiciels. Exploration de données (Informatique) Visualisation de l'information. Bases de données relationnelles. COMPUTERS Programming Languages Java. bisacsh COMPUTERS Databases Data Mining. bisacsh Relational databases Computer programs fast Regression analysis Computer programs fast Data mining fast Electronic data processing fast Information visualization fast Java (Computer program language) fast Relational databases fast Handbook https://id.nlm.nih.gov/mesh/D020479 handbooks. aat Handbooks and manuals fast Handbooks and manuals. lcgft http://id.loc.gov/authorities/genreForms/gf2014026109 Guides et manuels. rvmgf has work: Java data analysis (Text) https://id.oclc.org/worldcat/entity/E39PCFWg7PFfmRmBtR4trcCXwK https://id.oclc.org/worldcat/ontology/hasWork Print version: Hubbard, John R. Java data analysis : data mining, big data analysis, NoSQL, and data visualization. Birmingham, England ; Mumbia, India : Packt Publishing, 2017 9781787285651 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1606529 Volltext |
| spellingShingle | Hubbard, J. R. (John Rast), 1943- Java data analysis : data mining, big data analysis, NoSQL, and data visualization / Introduction to data analysis -- Data preprocessing -- Data visualization -- Statistics -- Relational databases -- Regression analysis -- Classification analysis -- Cluster analysis -- Recommender systems -- NoSQL databases -- Big data analysis with Java -- Java tools. Java (Computer program language) http://id.loc.gov/authorities/subjects/sh95008574 Java (Computer program language) Handbooks, manuals, etc. Relational databases Computer programs. Regression analysis Computer programs. http://id.loc.gov/authorities/subjects/sh85112393 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Information visualization. http://id.loc.gov/authorities/subjects/sh2002000243 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Relational databases. http://id.loc.gov/authorities/subjects/sh86007768 Data Mining https://id.nlm.nih.gov/mesh/D057225 Java (Langage de programmation) Java (Langage de programmation) Guides, manuels, etc. Bases de données relationnelles Logiciels. Exploration de données (Informatique) Visualisation de l'information. Bases de données relationnelles. COMPUTERS Programming Languages Java. bisacsh COMPUTERS Databases Data Mining. bisacsh Relational databases Computer programs fast Regression analysis Computer programs fast Data mining fast Electronic data processing fast Information visualization fast Java (Computer program language) fast Relational databases fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh95008574 http://id.loc.gov/authorities/subjects/sh85112393 http://id.loc.gov/authorities/subjects/sh97002073 http://id.loc.gov/authorities/subjects/sh2002000243 http://id.loc.gov/authorities/subjects/sh85042288 http://id.loc.gov/authorities/subjects/sh86007768 https://id.nlm.nih.gov/mesh/D057225 https://id.nlm.nih.gov/mesh/D020479 http://id.loc.gov/authorities/genreForms/gf2014026109 |
| title | Java data analysis : data mining, big data analysis, NoSQL, and data visualization / |
| title_alt | Introduction to data analysis -- Data preprocessing -- Data visualization -- Statistics -- Relational databases -- Regression analysis -- Classification analysis -- Cluster analysis -- Recommender systems -- NoSQL databases -- Big data analysis with Java -- Java tools. |
| title_auth | Java data analysis : data mining, big data analysis, NoSQL, and data visualization / |
| title_exact_search | Java data analysis : data mining, big data analysis, NoSQL, and data visualization / |
| title_full | Java data analysis : data mining, big data analysis, NoSQL, and data visualization / John R. Hubbard. |
| title_fullStr | Java data analysis : data mining, big data analysis, NoSQL, and data visualization / John R. Hubbard. |
| title_full_unstemmed | Java data analysis : data mining, big data analysis, NoSQL, and data visualization / John R. Hubbard. |
| title_short | Java data analysis : |
| title_sort | java data analysis data mining big data analysis nosql and data visualization |
| title_sub | data mining, big data analysis, NoSQL, and data visualization / |
| topic | Java (Computer program language) http://id.loc.gov/authorities/subjects/sh95008574 Java (Computer program language) Handbooks, manuals, etc. Relational databases Computer programs. Regression analysis Computer programs. http://id.loc.gov/authorities/subjects/sh85112393 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Information visualization. http://id.loc.gov/authorities/subjects/sh2002000243 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Relational databases. http://id.loc.gov/authorities/subjects/sh86007768 Data Mining https://id.nlm.nih.gov/mesh/D057225 Java (Langage de programmation) Java (Langage de programmation) Guides, manuels, etc. Bases de données relationnelles Logiciels. Exploration de données (Informatique) Visualisation de l'information. Bases de données relationnelles. COMPUTERS Programming Languages Java. bisacsh COMPUTERS Databases Data Mining. bisacsh Relational databases Computer programs fast Regression analysis Computer programs fast Data mining fast Electronic data processing fast Information visualization fast Java (Computer program language) fast Relational databases fast |
| topic_facet | Java (Computer program language) Java (Computer program language) Handbooks, manuals, etc. Relational databases Computer programs. Regression analysis Computer programs. Data mining. Information visualization. Electronic data processing. Relational databases. Data Mining Java (Langage de programmation) Java (Langage de programmation) Guides, manuels, etc. Bases de données relationnelles Logiciels. Exploration de données (Informatique) Visualisation de l'information. Bases de données relationnelles. COMPUTERS Programming Languages Java. COMPUTERS Databases Data Mining. Relational databases Computer programs Regression analysis Computer programs Data mining Electronic data processing Information visualization Relational databases Handbook handbooks. Handbooks and manuals Handbooks and manuals. Guides et manuels. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1606529 |
| work_keys_str_mv | AT hubbardjr javadataanalysisdataminingbigdataanalysisnosqlanddatavisualization |