Data Analytics in Produktion und Logistik:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | German |
| Veröffentlicht: |
Würzburg
Vogel Communications Group
2019
|
| Ausgabe: | 1. Auflage |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Beschreibung: | Literaturverzeichnis Seite 197-201 |
| Beschreibung: | 205 Seiten Illustrationen, Diagramme 25 cm |
| ISBN: | 9783834334190 3834334197 |
Internformat
MARC
| LEADER | 00000nam a22000008c 4500 | ||
|---|---|---|---|
| 001 | BV045551527 | ||
| 003 | DE-604 | ||
| 005 | 20240712 | ||
| 007 | t | ||
| 008 | 190409s2019 gw a||| |||| 00||| ger d | ||
| 015 | |a 19,N01 |2 dnb | ||
| 016 | 7 | |a 1174009888 |2 DE-101 | |
| 020 | |a 9783834334190 |c Festeinband: EUR 49.80 (DE), EUR 51.10 (AT) |9 978-3-8343-3419-0 | ||
| 020 | |a 3834334197 |9 3-8343-3419-7 | ||
| 024 | 3 | |a 9783834334190 | |
| 035 | |a (OCoLC)1104928999 | ||
| 035 | |a (DE-599)DNB1174009888 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a ger | |
| 044 | |a gw |c XA-DE-BY | ||
| 049 | |a DE-M347 |a DE-1102 |a DE-1050 |a DE-92 |a DE-91G |a DE-Aug4 |a DE-858 |a DE-210 |a DE-1043 |a DE-898 |a DE-12 |a DE-1051 |a DE-860 |a DE-20 |a DE-859 |a DE-N2 |a DE-573 |a DE-862 | ||
| 084 | |a ST 530 |0 (DE-625)143679: |2 rvk | ||
| 084 | |a QP 530 |0 (DE-625)141897: |2 rvk | ||
| 084 | |a QP 345 |0 (DE-625)141866: |2 rvk | ||
| 084 | |a WIR 780f |2 stub | ||
| 084 | |a WIR 750f |2 stub | ||
| 084 | |a DAT 620f |2 stub | ||
| 084 | |a 620 |2 sdnb | ||
| 100 | 1 | |a Kröckel, Johannes |e Verfasser |0 (DE-588)104619562X |4 aut | |
| 245 | 1 | 0 | |a Data Analytics in Produktion und Logistik |c Dr. Johannes Kröckel |
| 250 | |a 1. Auflage | ||
| 264 | 1 | |a Würzburg |b Vogel Communications Group |c 2019 | |
| 300 | |a 205 Seiten |b Illustrationen, Diagramme |c 25 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Literaturverzeichnis Seite 197-201 | ||
| 650 | 0 | 7 | |a Informationsmanagement |0 (DE-588)4114012-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Logistik |0 (DE-588)4036210-3 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Data Mining |0 (DE-588)4428654-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Datenanalyse |0 (DE-588)4123037-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Produktion |0 (DE-588)4047347-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Wirtschaftsinformatik |0 (DE-588)4112736-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Data Scientist |0 (DE-588)1168760348 |2 gnd |9 rswk-swf |
| 653 | |a Big Data | ||
| 653 | |a Business Analyst | ||
| 653 | |a Business-Verständnis | ||
| 653 | |a Data Engineer | ||
| 653 | |a Data Scientist | ||
| 653 | |a Datenanalyst | ||
| 653 | |a Datenaufbereitung | ||
| 653 | |a Datenverständnis | ||
| 653 | |a Datenvorverarbeitung | ||
| 653 | |a Deskriptive Analysen | ||
| 653 | |a Evaluation | ||
| 653 | |a Hadoop-Ökosystem | ||
| 653 | |a Kovarianz Korrelation | ||
| 653 | |a Logistische Regression | ||
| 653 | |a Machine -Learning | ||
| 653 | |a Modellentwicklung | ||
| 653 | |a Modellierung | ||
| 653 | |a NoSQL-Datenbanksysteme | ||
| 653 | |a One-Class Support Vector Machine | ||
| 653 | |a Operationalisierung | ||
| 653 | |a Pivot-Tabellen | ||
| 653 | |a Process Mining | ||
| 653 | |a Quartile Whiskers Boxplots | ||
| 653 | |a Random Forest | ||
| 653 | |a Relationale Datenbanksysteme | ||
| 653 | |a Software-Entwickler | ||
| 653 | |a Software-Entwickler Systemadministrator Business-Verständnis Use-Case-Verständnis | ||
| 653 | |a Streuungsdiagramme | ||
| 653 | |a Streuungsmatrizen | ||
| 653 | |a Supervised Learning Regressionen | ||
| 653 | |a Support Vector Machine | ||
| 653 | |a Systemadministrator | ||
| 653 | |a Unsupervised Learning | ||
| 653 | |a Use-Case-Verständnis | ||
| 653 | |a Visuelle Analysen | ||
| 653 | |a Workflow-basierte Tools | ||
| 653 | |a k-Means k-Medoids | ||
| 653 | |a k-Nearest Neighbor | ||
| 689 | 0 | 0 | |a Wirtschaftsinformatik |0 (DE-588)4112736-5 |D s |
| 689 | 0 | 1 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 0 | 2 | |a Data Scientist |0 (DE-588)1168760348 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 1 | 1 | |a Produktion |0 (DE-588)4047347-8 |D s |
| 689 | 1 | 2 | |a Logistik |0 (DE-588)4036210-3 |D s |
| 689 | 1 | 3 | |a Informationsmanagement |0 (DE-588)4114012-6 |D s |
| 689 | 1 | 4 | |a Data Mining |0 (DE-588)4428654-5 |D s |
| 689 | 1 | |5 DE-604 | |
| 689 | 2 | 0 | |a Produktion |0 (DE-588)4047347-8 |D s |
| 689 | 2 | 1 | |a Logistik |0 (DE-588)4036210-3 |D s |
| 689 | 2 | 2 | |a Data Scientist |0 (DE-588)1168760348 |D s |
| 689 | 2 | 3 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 2 | |5 DE-604 | |
| 710 | 2 | |a Vogel Business Media |0 (DE-588)106543412X |4 pbl | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-3-8343-6258-2 |w (DE-604)BV046050617 |
| 856 | 4 | 2 | |m B:DE-101 |q application/pdf |u http://d-nb.info/1174009888/04 |3 Inhaltsverzeichnis |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030935492&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-030935492 | |
Datensatz im Suchindex
| DE-BY-862_location | 2000 |
|---|---|
| DE-BY-FWS_call_number | 2000/ST 530 K93 |
| DE-BY-FWS_katkey | 729133 |
| DE-BY-FWS_media_number | 083000508865 |
| _version_ | 1806527633348886528 |
| adam_text |
VORWORT
.
5
1
EINFUEHRUNG
.
11
2
ROLLEN
UND
TEAMSTRUKTUR
.
15
2.1
ROLLEN
.
15
2.1.1
DATENANALYST
/
DATA
SCIENTIST
.
16
2.1.2
DATA
ENGINEER
/
DATA
ARCHITECT
.
18
2.1.3
BUSINESS
ANALYST
/
FACHBEREICH
.
19
2.1.4
SOFTWARE-ENTWICKLER
/
SYSTEMADMINISTRATOR
.
19
2.2
TEAMAUFBAU
.
21
2.2.1
TEAMSTRUKTUR
.
21
2.2.2
HIRING
.
22
3
VORGEHEN
.
25
3.1
ARTEN
VON
PROJEKTEN
.
25
3.2
PROJEKTVORBEREITUNG
.
27
3.3
VORGEHENSMODELL
.
35
3.3.1
BUSINESS-/USE-CASE-VERSTAENDNIS
.
36
3.3.2
DATENVERSTAENDNIS
.
39
3.3.3
DATENAUFBEREITUNG
.
44
3.3.4
MODELLIERUNG
.
46
3.3.5
EVALUATION
.
48
3.3.6
OPERATIONALISIERUNG
.
48
4
DATEN
.
57
4.1
VOLUME
(MENGE)
.
57
4.2
VELOCITY
(GESCHWINDIGKEIT)
.
58
4.3
VARIETY
(VIELFAELTIGKEIT)
.
59
4.4
VERACITY
(GLAUBWUERDIGKEIT)
.
62
4.5
VALUE
(WERT)
.
63
5
HANDWERKSZEUG
.
65
5.1
METHODEN
.
65
5.1.1
BEGRIFFLICHSTEN
.
65
5.1.2
DESKRIPTIVE
ANALYSEN
.
69
5.1.2.1
HAEUFIGKEITSVERTEILUNGEN
UND
HISTOGRAMME
.
69
5.1.2.2
LAGE-
UND
STREUUNGSMASSE
.
69
5.1.2.3
QUARTILE,
WHISKERS
UND
BOXPLOTS
.
72
5.1.2.4
STREUUNGSDIAGRAMME
UND
-MATRIZEN
.
74
5.1.2.5
KOVARIANZ
UND
KORRELATION
.
74
5.1.3
DATENVORVERARBEITUNG
.
76
5.1.3.1
AGGREGATION
UND
PIVOT-TABELLEN
.
76
5.1.3.2
TRANSFORMATION
VON
ZEICHENKETTEN
.
77
5.1.3.3
NORMALISIERUNG
.
79
5.1.3.4
IMPUTATION
-
AUFFUELLEN
FEHLENDER
DATEN
.
79
5.1.3.5
SELEKTION
UND
REDUKTION
VON
ATTRIBUTEN
.
80
5.1.4
ZEITREIHEN
.
83
5.1.5
SUPERVISED
LEARNING
.
88
5.1.5.1
REGRESSIONEN
.
89
5.1.5.2
LOGISTISCHE
REGRESSION
.
93
5.1.5.3
SUPPORT
VECTOR
MACHINE
.
95
5.1.5.4
K-NEAREST
NEIGHBOR
.
97
5.1.5.5
NAIVE
BAYES
.
98
5.1.5.6
ENTSCHEIDUNGSBAEUME
.
99
5.1.5.7
RANDOM
FOREST
.
102
5.1.6
UNSUPERVISED
LEARNING
.
103
5.1.6.1
K-MEANS
/
K-MEDOIDS
.
103
5.1.6.2
ONE-CLASS
SUPPORT
VECTOR
MACHINE
.
104
5.1.6.3
AUSREISSERERKENNUNG
.
105
5.1.7
EXKURS
DEEP
LEARNING
.
108
5.1.8
METHODENUEBERBLICK
.
113
5.1.9
EVALUATION
UND
OPTIMIERUNG
VON
MODELLEN
.
113
5.1.9.1
QUALITAETSKENNZAHLEN
.
114
5.1.9.2
VALIDIERUNG
DER
QUALITAET
.
119
5.1.9.3
OPTIMIERUNGSMOEGLICHKEITEN
.
122
5.2
TECHNOLOGIEN
UND
TOOLS
.
125
5.2.1
SPEICHERTECHNOLOGIEN
.
126
5.2.1.1
RELATIONALE
DATENBANKSYSTEME
.
126
5.2.1.2
NOSQL-DATENBANKSYSTEME
.
130
5.2.1.3
HADOOP-OEKOSYSTEM
.
133
5.2.2
ETL
.
135
5.2.3
ANALYTICS
.
136
5.2.3.1
VISUELLE
/
WORKFLOW-BASIERTE
TOOLS
.
137
5.2.3.2
PROGRAMMIERSPRACHEN
.
138
5.2.3.3
NOTEBOOKS
.
140
5.2.4
VISUALISIERUNG
.
143
6
USE
CASES
.145
6.1
PROZESSE
.145
6.1.1
BESCHREIBUNG
.
145
6.1.2
HERANGEHENSWEISE
.
147
6.1.3
DESKRIPTIVE
ANALYSEN
.
149
6.1.4
PROCESS
MINING
.
154
6.2
BERICHTE
.
157
6.2.1
BESCHREIBUNG
.
157
6.2.2
HERANGEHENSWEISE
.
158
6.2.3
VORBEREITUNG
.
159
6.2.4
MODELLENTWICKLUNG
.
164
6.3
WARTUNG
.167
6.3.1
BESCHREIBUNG
.
167
6.3.2
HERANGEHENSWEISE
.
170
6.3.3
MODELLENTWICKLUNG
.
171
6.4
TRANSPORTE
.
176
6.4.1
BESCHREIBUNG
.
176
6.4.2
VORBEREITUNG
.
177
6.4.3
VISUELLE
ANALYSEN
.
179
ANWENDERSTORIES
VON
KOERBER
DIGITAL:
PER
CO-INNOVATION
AUF
DER
ERFOLGSSPUR
.
187
ABKUERZUNGEN
.195
QUELLENVERZEICHNIS
.
197
STICHWORTVERZEICHNIS
.
203 |
| any_adam_object | 1 |
| author | Kröckel, Johannes |
| author_GND | (DE-588)104619562X |
| author_facet | Kröckel, Johannes |
| author_role | aut |
| author_sort | Kröckel, Johannes |
| author_variant | j k jk |
| building | Verbundindex |
| bvnumber | BV045551527 |
| classification_rvk | ST 530 QP 530 QP 345 |
| classification_tum | WIR 780f WIR 750f DAT 620f |
| ctrlnum | (OCoLC)1104928999 (DE-599)DNB1174009888 |
| discipline | Maschinenbau / Maschinenwesen Informatik Arbeitswissenschaften Wirtschaftswissenschaften |
| edition | 1. Auflage |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nam a22000008c 4500</leader><controlfield tag="001">BV045551527</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20240712</controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">190409s2019 gw a||| |||| 00||| ger d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">19,N01</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">1174009888</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783834334190</subfield><subfield code="c">Festeinband: EUR 49.80 (DE), EUR 51.10 (AT)</subfield><subfield code="9">978-3-8343-3419-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">3834334197</subfield><subfield code="9">3-8343-3419-7</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9783834334190</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1104928999</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB1174009888</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">ger</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">XA-DE-BY</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-M347</subfield><subfield code="a">DE-1102</subfield><subfield code="a">DE-1050</subfield><subfield code="a">DE-92</subfield><subfield code="a">DE-91G</subfield><subfield code="a">DE-Aug4</subfield><subfield code="a">DE-858</subfield><subfield code="a">DE-210</subfield><subfield code="a">DE-1043</subfield><subfield code="a">DE-898</subfield><subfield code="a">DE-12</subfield><subfield code="a">DE-1051</subfield><subfield code="a">DE-860</subfield><subfield code="a">DE-20</subfield><subfield code="a">DE-859</subfield><subfield code="a">DE-N2</subfield><subfield code="a">DE-573</subfield><subfield code="a">DE-862</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 530</subfield><subfield code="0">(DE-625)143679:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QP 530</subfield><subfield code="0">(DE-625)141897:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QP 345</subfield><subfield code="0">(DE-625)141866:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">WIR 780f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">WIR 750f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">DAT 620f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">620</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Kröckel, Johannes</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)104619562X</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Data Analytics in Produktion und Logistik</subfield><subfield code="c">Dr. Johannes Kröckel</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">1. Auflage</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Würzburg</subfield><subfield code="b">Vogel Communications Group</subfield><subfield code="c">2019</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">205 Seiten</subfield><subfield code="b">Illustrationen, Diagramme</subfield><subfield code="c">25 cm</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Literaturverzeichnis Seite 197-201</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Informationsmanagement</subfield><subfield code="0">(DE-588)4114012-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Logistik</subfield><subfield code="0">(DE-588)4036210-3</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Produktion</subfield><subfield code="0">(DE-588)4047347-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Wirtschaftsinformatik</subfield><subfield code="0">(DE-588)4112736-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Data Scientist</subfield><subfield code="0">(DE-588)1168760348</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Big Data</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Business Analyst</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Business-Verständnis</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Data Engineer</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Data Scientist</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Datenanalyst</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Datenaufbereitung</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Datenverständnis</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Datenvorverarbeitung</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Deskriptive Analysen</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Evaluation</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Hadoop-Ökosystem</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Kovarianz Korrelation</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Logistische Regression</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Machine -Learning</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Modellentwicklung</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Modellierung</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">NoSQL-Datenbanksysteme</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">One-Class Support Vector Machine</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Operationalisierung</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Pivot-Tabellen</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Process Mining</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Quartile Whiskers Boxplots</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Random Forest</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Relationale Datenbanksysteme</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Software-Entwickler</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Software-Entwickler Systemadministrator Business-Verständnis Use-Case-Verständnis</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Streuungsdiagramme</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Streuungsmatrizen</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Supervised Learning Regressionen</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Support Vector Machine</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Systemadministrator</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Unsupervised Learning</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Use-Case-Verständnis</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Visuelle Analysen</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Workflow-basierte Tools</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">k-Means k-Medoids</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">k-Nearest Neighbor</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Wirtschaftsinformatik</subfield><subfield code="0">(DE-588)4112736-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Data Scientist</subfield><subfield code="0">(DE-588)1168760348</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Produktion</subfield><subfield code="0">(DE-588)4047347-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="2"><subfield code="a">Logistik</subfield><subfield code="0">(DE-588)4036210-3</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="3"><subfield code="a">Informationsmanagement</subfield><subfield code="0">(DE-588)4114012-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="4"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="2" ind2="0"><subfield code="a">Produktion</subfield><subfield code="0">(DE-588)4047347-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="2" ind2="1"><subfield code="a">Logistik</subfield><subfield code="0">(DE-588)4036210-3</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="2" ind2="2"><subfield code="a">Data Scientist</subfield><subfield code="0">(DE-588)1168760348</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="2" ind2="3"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="2" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="710" ind1="2" ind2=" "><subfield code="a">Vogel Business Media</subfield><subfield code="0">(DE-588)106543412X</subfield><subfield code="4">pbl</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe</subfield><subfield code="z">978-3-8343-6258-2</subfield><subfield code="w">(DE-604)BV046050617</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">B:DE-101</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://d-nb.info/1174009888/04</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">DNB Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030935492&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-030935492</subfield></datafield></record></collection> |
| id | DE-604.BV045551527 |
| illustrated | Illustrated |
| indexdate | 2024-08-05T08:23:25Z |
| institution | BVB |
| institution_GND | (DE-588)106543412X |
| isbn | 9783834334190 3834334197 |
| language | German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030935492 |
| oclc_num | 1104928999 |
| open_access_boolean | |
| owner | DE-M347 DE-1102 DE-1050 DE-92 DE-91G DE-BY-TUM DE-Aug4 DE-858 DE-210 DE-1043 DE-898 DE-BY-UBR DE-12 DE-1051 DE-860 DE-20 DE-859 DE-N2 DE-573 DE-862 DE-BY-FWS |
| owner_facet | DE-M347 DE-1102 DE-1050 DE-92 DE-91G DE-BY-TUM DE-Aug4 DE-858 DE-210 DE-1043 DE-898 DE-BY-UBR DE-12 DE-1051 DE-860 DE-20 DE-859 DE-N2 DE-573 DE-862 DE-BY-FWS |
| physical | 205 Seiten Illustrationen, Diagramme 25 cm |
| publishDate | 2019 |
| publishDateSearch | 2019 |
| publishDateSort | 2019 |
| publisher | Vogel Communications Group |
| record_format | marc |
| spellingShingle | Kröckel, Johannes Data Analytics in Produktion und Logistik Informationsmanagement (DE-588)4114012-6 gnd Logistik (DE-588)4036210-3 gnd Data Mining (DE-588)4428654-5 gnd Datenanalyse (DE-588)4123037-1 gnd Produktion (DE-588)4047347-8 gnd Wirtschaftsinformatik (DE-588)4112736-5 gnd Data Scientist (DE-588)1168760348 gnd |
| subject_GND | (DE-588)4114012-6 (DE-588)4036210-3 (DE-588)4428654-5 (DE-588)4123037-1 (DE-588)4047347-8 (DE-588)4112736-5 (DE-588)1168760348 |
| title | Data Analytics in Produktion und Logistik |
| title_auth | Data Analytics in Produktion und Logistik |
| title_exact_search | Data Analytics in Produktion und Logistik |
| title_full | Data Analytics in Produktion und Logistik Dr. Johannes Kröckel |
| title_fullStr | Data Analytics in Produktion und Logistik Dr. Johannes Kröckel |
| title_full_unstemmed | Data Analytics in Produktion und Logistik Dr. Johannes Kröckel |
| title_short | Data Analytics in Produktion und Logistik |
| title_sort | data analytics in produktion und logistik |
| topic | Informationsmanagement (DE-588)4114012-6 gnd Logistik (DE-588)4036210-3 gnd Data Mining (DE-588)4428654-5 gnd Datenanalyse (DE-588)4123037-1 gnd Produktion (DE-588)4047347-8 gnd Wirtschaftsinformatik (DE-588)4112736-5 gnd Data Scientist (DE-588)1168760348 gnd |
| topic_facet | Informationsmanagement Logistik Data Mining Datenanalyse Produktion Wirtschaftsinformatik Data Scientist |
| url | http://d-nb.info/1174009888/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030935492&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT krockeljohannes dataanalyticsinproduktionundlogistik AT vogelbusinessmedia dataanalyticsinproduktionundlogistik |
Inhaltsverzeichnis
Inhaltsverzeichnis
Inhaltsverzeichnis
THWS Schweinfurt Zentralbibliothek Lesesaal
| Signatur: |
2000 ST 530 K93 |
|---|---|
| Exemplar 1 | ausleihbar Verfügbar Bestellen |