Data science /
John D. Kelleher and Brendan Tierney.
- 1 PDF (xi, 264 pages) : illustrations.
- The MIT Press essential knowledge series .
- MIT Press essential knowledge series. .
Includes bibliographical references and index.
What is data science? -- What is data and what is a dataset? -- The data science ecosystem -- Machine learning 101 -- Standard data science tasks -- Privacy and ethics -- Future trends and principles of success.
Restricted to subscribers or individual electronic text purchasers.
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.
Mode of access: World Wide Web
9780262347020
Big data. Machine learning. Data mining. Quantitative research. Big data. Data mining. Machine learning. Quantitative research.