- Main
- Computers - Computer Business & Culture
- Data Science
Data Science
John D. Kelleher, Brendan Tierney이 책이 얼마나 마음에 드셨습니까?
파일의 품질이 어떻습니까?
책의 품질을 평가하시려면 책을 다운로드하시기 바랍니다
다운로드된 파일들의 품질이 어떻습니까?
A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges. The goal of data science is to improve decision making through the analysis of data. Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges. It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope. This book offers a brief history of the field, introduces fundamental data concepts, and describes the stages in a data science project. It considers data infrastructure and the challenges posed by integrating data from multiple sources, introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems. The book also reviews ethical and legal issues, developments in data regulation, and computational approaches to preserving privacy. Finally, it considers the future impact of data science and offers principles for success in data science projects.
년:
2018
출판사:
MIT Press
언어:
english
페이지:
282
ISBN 10:
0262535432
ISBN 13:
9780262535434
시리즈:
The MIT Press Essential Knowledge Series
파일:
PDF, 1.87 MB
개인 태그:
IPFS:
CID , CID Blake2b
english, 2018
파일이 귀하의 이메일로 송부 됩니다. 1-5분 소요됩니다.
1~5분 이내로 파일이 사용자님의 Telegram 계정으로 전송될 것입니다.
주의: 자신의 계정이 Z-Library Telegram 봇과 연결되어 있는지 확인하십시오.
1~5분 이내로 파일이 사용자님의 Kindle 기기로 전송될 것입니다.
비고: Kindle로 보내시는 책은 모두 확인해 보실 필요가 있습니다. 메일함에 Amazon Kindle Support로부터 확인 메일이 도착했는지 메일함을 점검해 보시기 바랍니다.
로의 변환이 실행 중입니다
로의 변환이 실패되었습니다