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Principles of strategic data science : creating value from data, big and small /
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Prevos, Peter, author. |
| 서명/저자사항 | Principles of strategic data science :creating value from data, big and small /Peter Prevos. |
| 발행사항 | Birmingham, UK : Packt Publishing Ltd., 2019. |
| 형태사항 | 1 online resource (vi, 85 pages) |
| 소장본 주기 | Master record variable field(s) change: 050 |
| ISBN | 9781838985509 1838985506 |
| 내용주기 | 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 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. |
| 요약 | 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. |
| 일반주제명 | Databases. Data mining. Big data. Electronic data processing. Big data. Data mining. Databases. Electronic data processing. |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Prevos, Peter.Principles of Strategic Data Science : Creating Value from Data, Big and Small.Birmingham : Packt Publishing, Limited, 짤20199781838985295 |
| 대출바로가기 | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2153727 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00017166 | 005.74 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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