Data science for dummies:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Nichtbestimmte Sprache |
| Veröffentlicht: |
Hoboken, NJ
Wiley
2015
|
| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027591346&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Umfang: | XVI, 384 S. Ill., graph. Darst. |
| ISBN: | 9781118841525 9781118841556 |
Internformat
MARC
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| 300 | |a XVI, 384 S. |b Ill., graph. Darst. | ||
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Datensatz im Suchindex
| _version_ | 1819316585979969536 |
|---|---|
| adam_text | Contents
at a Glance
Γ
V t tílAŕ
VI vi Kilt ■■•••C*«··*· Oliili (llll.ll
IIIIIIIIIIIIIIDIIIIDIIIKHIllItlll
»A
V
Introduction
..........««.·....«««««*.....«,...............
.ι«.
............... /
Part I: Getting Started With
ùata
Science
.....................5
Chapter I; Wrapping Your Head around Data Science
.................................................7
Chapter
2:
Exploring Data Engineering Pipelines and Infrastructure
.......................17
Chapter
3:
Applying Data Science to Business and Industry
.....................................33
Part
II: Usina ùata
Science to Extract
Meaning from
I/our ùata
............................................ 47
Chapter
4:
Introducing Probability and Statistics
.......................................................49
Chapter
5:
Clustering and Classification
.......................................................................73
Chapter
6:
Clustering and Classification with Nearest Neighbor Algorithms
..........87
Chapter
7:
Mathematical Modeling in Data Science
....................................................99
Chapter
8:
Modeling Spatial Data with Statistics
.......................................................113
Part III: Creating
ùata
Visualizations that
Clearly Communicate Meaning
.................................. 129
Chapter
9:
Following the Principles of Data Visualization Design
...........................131
Chapter
10:
Using D3.JS for Data Visualization
...........................................................157
Chapter
11:
Web-Based Applications for Visualization Design
................................171
Chapter
12:
Exploring Best Practices in Dashboard Design
.....................................189
Chapter
13:
Making Maps from Spatial Data
..............................................................195
Part IV: Computing for
ùata
Science
.......................... 215
Chapter
14:
Using Python for Data Science
................................................................217
Chapter
15:
Using Open Source
R
for Data Science
...................................................239
Chapter
16:
Using SQL in Data Science
.......................................................................255
Chapter
17:
Software Applications for Data Science
.................................................267
(/
Data Science For Dummies
Part V:
ΑρρΙψηα
Domain Expertise to Soltfe
Real-World Problems
Usina Data
Science..*.
............... 279
Chapter
18:
Using Data Science in Journalism
...........................................................281
Chapter
19:
Delving into Environmental Data Science
..............................................299
Chapter
20:
Data Science for Driving Growth in E-Commerce
.................................311
Chapter
21:
Using Data Science to Describe and Predict Criminal Activity
...........327
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Chapter
22:
Ten Phenomenal Resources for Open Data
...........................................339
Chapter
23:
Ten (or So) Free Data Science Tools and Applications
.......................351
##·
Сііїд ......я......«..·............«.«..«·..«.....«.................*.........
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|
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| author | Pierson, Lillian |
| author_GND | (DE-588)1069696161 |
| author_facet | Pierson, Lillian |
| author_role | aut |
| author_sort | Pierson, Lillian |
| author_variant | l p lp |
| building | Verbundindex |
| bvnumber | BV042151514 |
| classification_rvk | ST 530 |
| ctrlnum | (OCoLC)907109485 (DE-599)BVBBV042151514 |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV042151514 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T17:03:32Z |
| institution | BVB |
| isbn | 9781118841525 9781118841556 |
| language | Undetermined |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027591346 |
| oclc_num | 907109485 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-706 DE-29T DE-M347 DE-Aug4 DE-1102 |
| owner_facet | DE-355 DE-BY-UBR DE-706 DE-29T DE-M347 DE-Aug4 DE-1102 |
| physical | XVI, 384 S. Ill., graph. Darst. |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Wiley |
| record_format | marc |
| spellingShingle | Pierson, Lillian Data science for dummies Data Mining (DE-588)4428654-5 gnd Algorithmus (DE-588)4001183-5 gnd Visualisierung (DE-588)4188417-6 gnd Programmiersprache (DE-588)4047409-4 gnd Statistik (DE-588)4056995-0 gnd Datenanalyse (DE-588)4123037-1 gnd Datenstruktur (DE-588)4011146-5 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4001183-5 (DE-588)4188417-6 (DE-588)4047409-4 (DE-588)4056995-0 (DE-588)4123037-1 (DE-588)4011146-5 |
| title | Data science for dummies |
| title_auth | Data science for dummies |
| title_exact_search | Data science for dummies |
| title_full | Data science for dummies Lillian Pierson |
| title_fullStr | Data science for dummies Lillian Pierson |
| title_full_unstemmed | Data science for dummies Lillian Pierson |
| title_short | Data science for dummies |
| title_sort | data science for dummies |
| topic | Data Mining (DE-588)4428654-5 gnd Algorithmus (DE-588)4001183-5 gnd Visualisierung (DE-588)4188417-6 gnd Programmiersprache (DE-588)4047409-4 gnd Statistik (DE-588)4056995-0 gnd Datenanalyse (DE-588)4123037-1 gnd Datenstruktur (DE-588)4011146-5 gnd |
| topic_facet | Data Mining Algorithmus Visualisierung Programmiersprache Statistik Datenanalyse Datenstruktur |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027591346&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT piersonlillian datasciencefordummies |