Applied data mining for business analytics:
"This easy video tutorial is the fastest way to master modern data science best practices and use them to promote timely, evidence-based decision-making! Applied Data Mining LiveLessons demystifies current best practices, showing how to uncover hidden patterns and leverage them to improve all a...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch Video |
| Sprache: | Englisch |
| Veröffentlicht: |
[Place of publication not identified]
Pearson FT Press
2016
|
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9780134212524/?ar |
| Zusammenfassung: | "This easy video tutorial is the fastest way to master modern data science best practices and use them to promote timely, evidence-based decision-making! Applied Data Mining LiveLessons demystifies current best practices, showing how to uncover hidden patterns and leverage them to improve all aspects of business performance. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen shows you exactly how analytics and data mining work, why they've become so important, and how to apply them to your problems. Delen reviews key concepts, applications, and challenges; introduces advanced tools and technologies, including IBM Watson; and discusses privacy concerns associated with modern data mining. Next, he guides you through the entire data mining process, introducing KDD, CRISP-DM, SEMMA, and Six Sigma for data mining. You'll watch him demonstrate prediction, classification, decision trees, and cluster analysis ... key algorithms such as nearest neighbor ... artificial neural networks ... regression and time-series forecasting ... text analytics and sentiment analysis ... big data techniques, technologies, and more. In just hours, you'll be ready to analyze huge volumes of data, discover crucial new insights, and make better, faster decisions!"--Resource description page. |
| Beschreibung: | Title from title screen (Safari, viewed May 11, 2016). - Release information from resource description page (Safari, viewed May 11, 2016) |
| Umfang: | 1 Online-Ressource (1 streaming video file (4 hr., 11 min., 41 sec.)) digital, sound, color |
Internformat
MARC
| LEADER | 00000cgm a22000002 4500 | ||
|---|---|---|---|
| 001 | ZDB-30-ORH-047444533 | ||
| 003 | DE-627-1 | ||
| 005 | 20240228120108.0 | ||
| 006 | m o | | | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 191023s2016 xx ||| |o o ||eng c | ||
| 035 | |a (DE-627-1)047444533 | ||
| 035 | |a (DE-599)KEP047444533 | ||
| 035 | |a (ORHE)9780134212524 | ||
| 035 | |a (DE-627-1)047444533 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 100 | 1 | |a Delen, Dursun |e VerfasserIn |4 aut | |
| 245 | 1 | 0 | |a Applied data mining for business analytics |c Dursun Delen |
| 264 | 1 | |a [Place of publication not identified] |b Pearson FT Press |c 2016 | |
| 300 | |a 1 Online-Ressource (1 streaming video file (4 hr., 11 min., 41 sec.)) |b digital, sound, color | ||
| 336 | |a zweidimensionales bewegtes Bild |b tdi |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Title from title screen (Safari, viewed May 11, 2016). - Release information from resource description page (Safari, viewed May 11, 2016) | ||
| 520 | |a "This easy video tutorial is the fastest way to master modern data science best practices and use them to promote timely, evidence-based decision-making! Applied Data Mining LiveLessons demystifies current best practices, showing how to uncover hidden patterns and leverage them to improve all aspects of business performance. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen shows you exactly how analytics and data mining work, why they've become so important, and how to apply them to your problems. Delen reviews key concepts, applications, and challenges; introduces advanced tools and technologies, including IBM Watson; and discusses privacy concerns associated with modern data mining. Next, he guides you through the entire data mining process, introducing KDD, CRISP-DM, SEMMA, and Six Sigma for data mining. You'll watch him demonstrate prediction, classification, decision trees, and cluster analysis ... key algorithms such as nearest neighbor ... artificial neural networks ... regression and time-series forecasting ... text analytics and sentiment analysis ... big data techniques, technologies, and more. In just hours, you'll be ready to analyze huge volumes of data, discover crucial new insights, and make better, faster decisions!"--Resource description page. | ||
| 650 | 0 | |a Database marketing |x Software | |
| 650 | 0 | |a Data mining | |
| 650 | 0 | |a Decision making |x Data processing | |
| 650 | 0 | |a R (Computer program language) | |
| 650 | 0 | |a Database management | |
| 650 | 4 | |a Exploration de données (Informatique) | |
| 650 | 4 | |a Prise de décision ; Informatique | |
| 650 | 4 | |a R (Langage de programmation) | |
| 650 | 4 | |a Bases de données ; Gestion | |
| 650 | 4 | |a Data mining |0 (OCoLC)fst00887946 | |
| 650 | 4 | |a Database management |0 (OCoLC)fst00888037 | |
| 650 | 4 | |a Database marketing |0 (OCoLC)fst00888055 | |
| 650 | 4 | |a Decision making ; Data processing |0 (OCoLC)fst00889041 | |
| 650 | 4 | |a R (Computer program language) |0 (OCoLC)fst01086207 | |
| 650 | 4 | |a Software |0 (OCoLC)fst01411640 | |
| 966 | 4 | 0 | |l DE-91 |p ZDB-30-ORH |q TUM_PDA_ORH |u https://learning.oreilly.com/library/view/-/9780134212524/?ar |m X:ORHE |x Aggregator |z lizenzpflichtig |3 Volltext |
| 912 | |a ZDB-30-ORH | ||
| 935 | |c vide | ||
| 951 | |a BO | ||
| 912 | |a ZDB-30-ORH | ||
| 049 | |a DE-91 | ||
Datensatz im Suchindex
| DE-BY-TUM_katkey | ZDB-30-ORH-047444533 |
|---|---|
| _version_ | 1821494953091530752 |
| adam_text | |
| any_adam_object | |
| author | Delen, Dursun |
| author_facet | Delen, Dursun |
| author_role | aut |
| author_sort | Delen, Dursun |
| author_variant | d d dd |
| building | Verbundindex |
| bvnumber | localTUM |
| collection | ZDB-30-ORH |
| ctrlnum | (DE-627-1)047444533 (DE-599)KEP047444533 (ORHE)9780134212524 |
| format | Electronic Video |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03302cgm a22005052 4500</leader><controlfield tag="001">ZDB-30-ORH-047444533</controlfield><controlfield tag="003">DE-627-1</controlfield><controlfield tag="005">20240228120108.0</controlfield><controlfield tag="006">m o | | </controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">191023s2016 xx ||| |o o ||eng c</controlfield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)047444533</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KEP047444533</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ORHE)9780134212524</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)047444533</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Delen, Dursun</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Applied data mining for business analytics</subfield><subfield code="c">Dursun Delen</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">[Place of publication not identified]</subfield><subfield code="b">Pearson FT Press</subfield><subfield code="c">2016</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (1 streaming video file (4 hr., 11 min., 41 sec.))</subfield><subfield code="b">digital, sound, color</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">zweidimensionales bewegtes Bild</subfield><subfield code="b">tdi</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Title from title screen (Safari, viewed May 11, 2016). - Release information from resource description page (Safari, viewed May 11, 2016)</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">"This easy video tutorial is the fastest way to master modern data science best practices and use them to promote timely, evidence-based decision-making! Applied Data Mining LiveLessons demystifies current best practices, showing how to uncover hidden patterns and leverage them to improve all aspects of business performance. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen shows you exactly how analytics and data mining work, why they've become so important, and how to apply them to your problems. Delen reviews key concepts, applications, and challenges; introduces advanced tools and technologies, including IBM Watson; and discusses privacy concerns associated with modern data mining. Next, he guides you through the entire data mining process, introducing KDD, CRISP-DM, SEMMA, and Six Sigma for data mining. You'll watch him demonstrate prediction, classification, decision trees, and cluster analysis ... key algorithms such as nearest neighbor ... artificial neural networks ... regression and time-series forecasting ... text analytics and sentiment analysis ... big data techniques, technologies, and more. In just hours, you'll be ready to analyze huge volumes of data, discover crucial new insights, and make better, faster decisions!"--Resource description page.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Database marketing</subfield><subfield code="x">Software</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Data mining</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Decision making</subfield><subfield code="x">Data processing</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">R (Computer program language)</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Database management</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Exploration de données (Informatique)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Prise de décision ; Informatique</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">R (Langage de programmation)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Bases de données ; Gestion</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Data mining</subfield><subfield code="0">(OCoLC)fst00887946</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Database management</subfield><subfield code="0">(OCoLC)fst00888037</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Database marketing</subfield><subfield code="0">(OCoLC)fst00888055</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Decision making ; Data processing</subfield><subfield code="0">(OCoLC)fst00889041</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">R (Computer program language)</subfield><subfield code="0">(OCoLC)fst01086207</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Software</subfield><subfield code="0">(OCoLC)fst01411640</subfield></datafield><datafield tag="966" ind1="4" ind2="0"><subfield code="l">DE-91</subfield><subfield code="p">ZDB-30-ORH</subfield><subfield code="q">TUM_PDA_ORH</subfield><subfield code="u">https://learning.oreilly.com/library/view/-/9780134212524/?ar</subfield><subfield code="m">X:ORHE</subfield><subfield code="x">Aggregator</subfield><subfield code="z">lizenzpflichtig</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="935" ind1=" " ind2=" "><subfield code="c">vide</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">BO</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield></datafield></record></collection> |
| id | ZDB-30-ORH-047444533 |
| illustrated | Not Illustrated |
| indexdate | 2025-01-17T11:22:34Z |
| institution | BVB |
| language | English |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 Online-Ressource (1 streaming video file (4 hr., 11 min., 41 sec.)) digital, sound, color |
| psigel | ZDB-30-ORH TUM_PDA_ORH ZDB-30-ORH |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Pearson FT Press |
| record_format | marc |
| spelling | Delen, Dursun VerfasserIn aut Applied data mining for business analytics Dursun Delen [Place of publication not identified] Pearson FT Press 2016 1 Online-Ressource (1 streaming video file (4 hr., 11 min., 41 sec.)) digital, sound, color zweidimensionales bewegtes Bild tdi rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Title from title screen (Safari, viewed May 11, 2016). - Release information from resource description page (Safari, viewed May 11, 2016) "This easy video tutorial is the fastest way to master modern data science best practices and use them to promote timely, evidence-based decision-making! Applied Data Mining LiveLessons demystifies current best practices, showing how to uncover hidden patterns and leverage them to improve all aspects of business performance. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen shows you exactly how analytics and data mining work, why they've become so important, and how to apply them to your problems. Delen reviews key concepts, applications, and challenges; introduces advanced tools and technologies, including IBM Watson; and discusses privacy concerns associated with modern data mining. Next, he guides you through the entire data mining process, introducing KDD, CRISP-DM, SEMMA, and Six Sigma for data mining. You'll watch him demonstrate prediction, classification, decision trees, and cluster analysis ... key algorithms such as nearest neighbor ... artificial neural networks ... regression and time-series forecasting ... text analytics and sentiment analysis ... big data techniques, technologies, and more. In just hours, you'll be ready to analyze huge volumes of data, discover crucial new insights, and make better, faster decisions!"--Resource description page. Database marketing Software Data mining Decision making Data processing R (Computer program language) Database management Exploration de données (Informatique) Prise de décision ; Informatique R (Langage de programmation) Bases de données ; Gestion Data mining (OCoLC)fst00887946 Database management (OCoLC)fst00888037 Database marketing (OCoLC)fst00888055 Decision making ; Data processing (OCoLC)fst00889041 R (Computer program language) (OCoLC)fst01086207 Software (OCoLC)fst01411640 |
| spellingShingle | Delen, Dursun Applied data mining for business analytics Database marketing Software Data mining Decision making Data processing R (Computer program language) Database management Exploration de données (Informatique) Prise de décision ; Informatique R (Langage de programmation) Bases de données ; Gestion Data mining (OCoLC)fst00887946 Database management (OCoLC)fst00888037 Database marketing (OCoLC)fst00888055 Decision making ; Data processing (OCoLC)fst00889041 R (Computer program language) (OCoLC)fst01086207 Software (OCoLC)fst01411640 |
| subject_GND | (OCoLC)fst00887946 (OCoLC)fst00888037 (OCoLC)fst00888055 (OCoLC)fst00889041 (OCoLC)fst01086207 (OCoLC)fst01411640 |
| title | Applied data mining for business analytics |
| title_auth | Applied data mining for business analytics |
| title_exact_search | Applied data mining for business analytics |
| title_full | Applied data mining for business analytics Dursun Delen |
| title_fullStr | Applied data mining for business analytics Dursun Delen |
| title_full_unstemmed | Applied data mining for business analytics Dursun Delen |
| title_short | Applied data mining for business analytics |
| title_sort | applied data mining for business analytics |
| topic | Database marketing Software Data mining Decision making Data processing R (Computer program language) Database management Exploration de données (Informatique) Prise de décision ; Informatique R (Langage de programmation) Bases de données ; Gestion Data mining (OCoLC)fst00887946 Database management (OCoLC)fst00888037 Database marketing (OCoLC)fst00888055 Decision making ; Data processing (OCoLC)fst00889041 R (Computer program language) (OCoLC)fst01086207 Software (OCoLC)fst01411640 |
| topic_facet | Database marketing Software Data mining Decision making Data processing R (Computer program language) Database management Exploration de données (Informatique) Prise de décision ; Informatique R (Langage de programmation) Bases de données ; Gestion Database marketing Decision making ; Data processing Software |
| work_keys_str_mv | AT delendursun applieddataminingforbusinessanalytics |