2 options
A general introduction to data analytics / by JoaÌo Mendes Moreira, AndreÌ C.P.L.F. de Carvalho, TomaÌsÌ HorvaÌth.
- Format:
- Book
- Author/Creator:
- Moreira, JoaÌo, 1969- author.
- Carvalho, AndreÌ Carlos Ponce de Leon Ferreira, author.
- HorvaÌth, TomaÌsÌ, 1976- author.
- Language:
- English
- Subjects (All):
- Mathematical statistics--Methodology.
- Mathematical statistics.
- Electronic data processing.
- Data mining.
- Physical Description:
- 1 online resource (xix, 323 pages)
- Place of Publication:
- Hoboken, NJ : John Wiley & Sons, Inc., 2019.
- System Details:
- text file
- Contents:
- What can we do with data?
- Descriptive statistics
- Descriptive multivariate analysis
- Data quality and preprocessing
- Clustering
- Frequent pattern mining
- Cheat sheet and project on descriptive analytics
- Regression
- Classification
- Additional predictive methods
- Advanced predictive topics
- Cheat sheet and project on predictive analytics
- Applications for text, web and social media.
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. Hoboken, N.J. Available via World Wide Web.
- Description based on online resource; title from digital title page (viewed on July 20, 2018).
- Other Format:
- Print version: Moreira, JoaÌo, 1969- General introduction to data analytics.
- ISBN:
- 9781119296263
- 1119296269
- 9781119296294
- 1119296293
- Publisher Number:
- 99977359806
- Access Restriction:
- Restricted for use by site license.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.