Introduction to statistical and machine learning methods for data science / Carlos Andre Reis Pinheiro, Mike Patetta.
Boost your understanding of data science techniques to solve real-world problems Data science is an exciting, interdisciplinary field that extracts insights from data to solve business problems. This book introduces common data science techniques and methods and shows you how to apply them in real-w...
Saved in:
| Online Access: |
Full Text (via O'Reilly/Safari) |
|---|---|
| Main Author: | |
| Other Authors: | |
| Format: | eBook |
| Language: | English |
| Published: |
Cary, NC :
SAS Institute,
2021.
|
| Subjects: |
MARC
| LEADER | 00000cam a2200000Mu 4500 | ||
|---|---|---|---|
| 001 | b11916548 | ||
| 006 | m o d | ||
| 007 | cr ||||||||||| | ||
| 008 | 210807s2021 ncu o ||| 0 eng d | ||
| 005 | 20240829150329.8 | ||
| 019 | |a 1263023038 |a 1263287039 |a 1263742505 |a 1272995290 |a 1273974044 | ||
| 020 | |a 9781953329615 | ||
| 020 | |a 1953329616 | ||
| 020 | |a 1953329624 |q (electronic bk.) | ||
| 020 | |a 9781953329622 |q (electronic bk.) | ||
| 029 | 1 | |a AU@ |b 000069704340 | |
| 035 | |a (OCoLC)safo1263027889 | ||
| 035 | |a (OCoLC)1263027889 |z (OCoLC)1263023038 |z (OCoLC)1263287039 |z (OCoLC)1263742505 |z (OCoLC)1272995290 |z (OCoLC)1273974044 | ||
| 037 | |a safo9781953329622 | ||
| 040 | |a EBLCP |b eng |c EBLCP |d INT |d OCLCO |d N$T |d YDX |d OCLCO |d OCLCF |d NJT |d OCLCO |d UKAHL |d OCLCO |d OCLCQ |d OCLCO |d OCLCL | ||
| 049 | |a GWRE | ||
| 050 | 4 | |a Q325.5 |b .P55 2021 | |
| 100 | 1 | |a Reis Pinheiro, Carlos Andre, |d 1940- |1 https://id.oclc.org/worldcat/entity/E39PCjKXkdVbcTffrrx3ffdDC3 | |
| 245 | 1 | 0 | |a Introduction to statistical and machine learning methods for data science / |c Carlos Andre Reis Pinheiro, Mike Patetta. |
| 260 | |a Cary, NC : |b SAS Institute, |c 2021. | ||
| 300 | |a 1 online resource (170 p.) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a volume |b nc |2 rdacarrier | ||
| 500 | |a Description based upon print version of record. | ||
| 520 | |a Boost your understanding of data science techniques to solve real-world problems Data science is an exciting, interdisciplinary field that extracts insights from data to solve business problems. This book introduces common data science techniques and methods and shows you how to apply them in real-world case studies. From data preparation and exploration to model assessment and deployment, this book describes every stage of the analytics life cycle, including a comprehensive overview of unsupervised and supervised machine learning techniques. The book guides you through the necessary steps to. | ||
| 650 | 0 | |a Machine learning |x Statistical methods. | |
| 650 | 0 | |a Data mining. | |
| 650 | 7 | |a Data mining |2 fast | |
| 650 | 7 | |a Machine learning |x Statistical methods |2 fast | |
| 700 | 1 | |a Patetta, Michael J. |q (Michael James) |1 https://id.oclc.org/worldcat/entity/E39PCjHCXfFPCkK9QrGJD67m3P | |
| 758 | |i has work: |a Introduction to statistical and machine learning methods for data science (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFwyf36HHPVkfdhktYbrv3 |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Pinheiro, Carlos Andre Reis |t Introduction to Statistical and Machine Learning Methods for Data Science |d Cary, NC : SAS Institute,c2021 |z 9781953329608 |
| 856 | 4 | 0 | |u https://go.oreilly.com/UniOfColoradoBoulder/library/view/~/9781953329622/?ar |z Full Text (via O'Reilly/Safari) |
| 915 | |a M | ||
| 956 | |a O'Reilly-Safari eBooks | ||
| 956 | |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 994 | |a 92 |b COD | ||
| 998 | |b Subsequent record output | ||
| 999 | f | f | |i d0784fda-8aa5-5b95-960f-94f5ef4c533f |s dcafb345-fb4b-57cb-ad0d-dc3b76662c0f |
| 952 | f | f | |p Can circulate |a University of Colorado Boulder |b Online |c Online |d Online |e Q325.5 .P55 2021 |h Library of Congress classification |i web |n 1 |