Introduction to Algorithms for Data Mining and Machine Learning
by
Xin-She Yang
Book Details
Format
Paperback / Softback
ISBN-10
0128172169
ISBN-13
9780128172162
Publisher
Elsevier Science Publishing Co Inc
Imprint
Academic Press Inc
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Jun 19th, 2019
Print length
188 Pages
Weight
322 grams
Dimensions
15.30 x 22.70 x 1.90 cms
Product Classification:
Applied mathematicsAlgorithms & data structuresData miningMachine learning
Ksh 10,450.00
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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.
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