Applied predictive analytics principles and techniques for the professional data analyst
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Indianapolis, IN
John Wiley & Sons
[2014]
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| Subjects: | |
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| Call Number : | HD 30.25 .A23 2014 |
MARC
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|---|---|---|---|
| 001 | 52415 | ||
| 003 | MY-KLNDU | ||
| 005 | 20241219014202.0 | ||
| 008 | 221104 20142014inua | 001 0 eng d | ||
| 020 | |a 9781118727966 | ||
| 020 | |z 9781118727935 (ebk) | ||
| 020 | |z 978118727690 | ||
| 039 | 9 | |a 202211041223 |b VLOAD |c 202002071310 |d faezah |y 201904021556 |z helmey | |
| 090 | |a HD 30.25 |b .A23 2014 | ||
| 100 | 1 | |a Abbott, Dean |e author | |
| 245 | 1 | 0 | |a Applied predictive analytics |b principles and techniques for the professional data analyst |c Dean Abbott |
| 264 | 1 | |a Indianapolis, IN |b John Wiley & Sons |c [2014] | |
| 264 | 4 | |c © 2014 | |
| 300 | |a xxiv, 427 pages |b illustrations |c 24 cm | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a unmediated |2 rdamedia | ||
| 338 | |a volume |2 rdacarrier | ||
| 500 | |a Includes index | ||
| 505 | 0 | |a Overview of predictive analysis -- Setting up the problem -- Data understanding -- Data preparation -- Item sets and association rules -- Descriptive modeling -- Interpreting descriptive models -- Predictive modeling -- Assessing predictive models -- Model ensembles -- Text mining -- Model deployment -- Case studies | |
| 592 | |a 00101/HL/2019 (750) |b 19/9/2019 |c RM 224.68 |h Han Lin Books | ||
| 650 | 0 | |a Business planning |x Mathematical models | |
| 650 | 0 | |a Decision making |x mathematical models | |
| 650 | 0 | |a Management |x Mathematical models | |
| 650 | 0 | |a Data mining | |
| 650 | 0 | |a Business planning |x Data processing | |
| 999 | |a vtls000063124 |c 52415 |d 52415 | ||