Introduction to Algorithms for Data Mining and Machine Learning Contributor(s): Yang, Xin-She (Author) |
|
![]() |
ISBN: 0128172169 ISBN-13: 9780128172162 Publisher: Academic Press OUR PRICE: $74.20 Product Type: Paperback Published: June 2019 |
Additional Information |
BISAC Categories: - Mathematics | Applied - Mathematics | Mathematical Analysis |
LCCN: 2021303012 |
Physical Information: 0.4" H x 6" W x 9" (0.57 lbs) 188 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Introduction to Algorithms for Data Mining and Machine Learning introduces the essential ideas behind all key algorithms and techniques for data mining and machine learning, along with optimization techniques. Its strong formal mathematical approach, well selected examples, and practical software recommendations help readers develop confidence in their data modeling skills so they can process and interpret data for classification, clustering, curve-fitting and predictions. Masterfully balancing theory and practice, it is especially useful for those who need relevant, well explained, but not rigorous (proofs based) background theory and clear guidelines for working with big data. |