Principles of strategic data science : creating value from data, big and small /
Principles of Strategic Data Science describes a framework that creates value from data to help organizations meet their objectives. With this book, you'll bridge the gap between mathematics and computer science and also gain insight into the workings of the entire data science pipeline.
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Birmingham, UK :
Packt Publishing Ltd.,
2019.
|
| Subjects: | |
| Online Access: | CONNECT |
MARC
| LEADER | 00000cam a2200000 i 4500 | ||
|---|---|---|---|
| 001 | in00006410295 | ||
| 006 | m o d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 190622t20192019enk o 000 0 eng d | ||
| 005 | 20240621152341.8 | ||
| 019 | |a 1103981944 | ||
| 020 | |a 9781838985509 |q (electronic book) | ||
| 020 | |a 1838985506 |q (electronic book) | ||
| 035 | |a 1WRLDSHRon1104081358 | ||
| 035 | |a (OCoLC)1104081358 |z (OCoLC)1103981944 | ||
| 037 | |a 408BAF51-6D52-494F-92C4-7F0F290AED4C |b OverDrive, Inc. |n http://www.overdrive.com | ||
| 040 | |a EBLCP |b eng |e rda |e pn |c EBLCP |d TEFOD |d OCLCF |d OCLCQ |d YDX |d UKAHL |d OCLCQ |d N$T |d OCLCQ |d YDXIT |d OCLCQ |d VFL |d NLW |d OCLCO |d NZAUC |d OCLCQ |d OCLCO | ||
| 049 | |a TXMM | ||
| 050 | 4 | |a QA76.9.D32 |b P74 2019 | |
| 082 | 0 | 4 | |a 005.74 |2 23 |
| 100 | 1 | |a Prevos, Peter, |e author. | |
| 245 | 1 | 0 | |a Principles of strategic data science : |b creating value from data, big and small / |c Peter Prevos. |
| 264 | 1 | |a Birmingham, UK : |b Packt Publishing Ltd., |c 2019. | |
| 264 | 4 | |c ©2019 | |
| 300 | |a 1 online resource (vi, 85 pages) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file |2 rda | ||
| 505 | 0 | |a What is data science? -- Good data science -- Strategic data science -- The data-driven organization. | |
| 505 | 8 | |a Cover; FM; Table of Contents; Preface; Chapter 1: What is Data Science?; Introduction; Data-Driven Organization; The Data Revolution; The Elements of Data Science; Domain Knowledge; Mathematical Knowledge; Computer Science; The Unicorn Data Scientist?; The Purpose of Data Science; Chapter 2: Good Data Science; Introduction; A Data Science Trivium; Useful Data Science; Reality; Data; Information; Knowledge; The Feedback Loop; Sound Data Science; Validity; Reliability; Reproducibility; Governance; Aesthetic Data Science; Visualization; Reports; Best-Practice Data Science | |
| 505 | 8 | |a Chapter 3: Strategic Data ScienceIntroduction; The Data Science Continuum; Collecting Data; Descriptive Statistics; Business Reporting; Diagnostics; Qualitative Data Science; Predicting the Future; Traditional Predictive Methods; Machine Learning; Prescribing Action; Toward a Data-Driven Organization; Chapter 4: The Data-Driven Organization; Introduction; People; The Data Science Team; Data Science Consumers; Data Science Culture; Systems; Process; Define; Prepare; Understand; Communicate; The Limitations of Data Science; The Limits of Computation; Ethical Data Science; Chapter 5: References; Index. | |
| 520 | |a Principles of Strategic Data Science describes a framework that creates value from data to help organizations meet their objectives. With this book, you'll bridge the gap between mathematics and computer science and also gain insight into the workings of the entire data science pipeline. | ||
| 588 | 0 | |a Online resource; title from digital title page (viewed on August 25, 2020). | |
| 500 | |a EBSCO eBook Academic Comprehensive Collection North America |5 TMurS | ||
| 650 | 0 | |a Databases. | |
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Big data. | |
| 650 | 0 | |a Electronic data processing. | |
| 730 | 0 | |a WORLDSHARE SUB RECORDS | |
| 776 | 0 | 8 | |i Print version: |a Prevos, Peter. |t Principles of Strategic Data Science : Creating Value from Data, Big and Small. |d Birmingham : Packt Publishing, Limited, ©2019 |z 9781838985295 |
| 856 | 4 | 0 | |u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2153727&authtype=ip,sso&custid=s4672406 |z CONNECT |3 eBooks on EBSCOhost |t 0 |
| 949 | |a ho0 | ||
| 994 | |a 92 |b TXM | ||
| 998 | |a wi |d z | ||
| 999 | f | f | |s 8e8cba54-63db-4f73-8876-2f678dc3080b |i 1f39d476-d5c9-48b3-8b85-a8a113a42dc6 |t 0 |
| 952 | f | f | |a Middle Tennessee State University |b Main |c James E. Walker Library |d Electronic Resources |t 0 |e QA76.9.D32 P74 2019 |h Library of Congress classification |
