| 000 | 02231nam a22003015i 4500 | ||
|---|---|---|---|
| 001 | 21749591 | ||
| 005 | 20240412102153.0 | ||
| 008 | 201013s2020 nju 000 0 eng | ||
| 010 | _a 2020947805 | ||
| 020 | _a9780136738510 | ||
| 040 |
_aDLC _beng _erda _cDLC |
||
| 042 | _apcc | ||
| 100 | 1 |
_aDelen, Dursun, _eauthor. |
|
| 245 | 1 | 0 |
_aPredictive analytics _b: data mining, machine learning and data science for practitioners _c/ Dursun Delen. |
| 250 | _aSecond edition | ||
| 264 | 1 |
_aHoboken : _bPearson Education, Inc., _c2021 |
|
| 300 | _axv, 421 pages : illustrations (chiefly color) ; 23 cm | ||
| 490 | _aPearson Business Analytics series | ||
| 505 | _aIntroduction to analytics | Introduction to predictive analytics and data mining | Standardized processes for predictive analytics | Data and methods for predictive analytics | Advanced topics in predictive modeling | Text analytics, topic modeling, and sentiment analysis | Big data for predictive analytics | Deep learning and cognitive computing. | ||
| 520 |
_a"Using predictive analytics techniques, decision-makers can uncover hidden patterns and correlations in their data, and leverage this insight to improve a wide range of business decisions. In Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners, Dr. Dursun Delen illuminates state-of-the-art best practices for predictive analytics for both business professionals and students. Delen's holistic approach covers all this, and more: Data mining processes, methods, and techniques The role and management of data Predictive analytics tools and metrics Techniques for text and web mining, and for sentiment analysis Integration with cutting-edge Big Data approaches Throughout, Delen promotes understanding by presenting numerous conceptual illustrations, motivational success stories, failed projects that teach important lessons, and simple, hands-on tutorials that set this guide apart from competitors"-- _cProvided by publisher. |
||
| 650 | 0 |
_aBusiness intelligence _97978 |
|
| 650 | 0 |
_aData mining _97979 |
|
| 650 | 0 |
_a Decision making _9339 |
|
| 650 | 0 |
_a Statistical methods _910174 |
|
| 650 | 0 |
_aMachine learning _91129 |
|
| 942 | _2lcc | ||
| 999 |
_c3532 _d3532 |
||
| 041 | _aEnglish | ||