Machine Learning With Python: Theory And Applications

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A01=Gui-rong Liu
Author_Gui-rong Liu
Category=UM
Category=UMX
Category=UYQM
eq_bestseller
eq_computing
eq_isMigrated=1
eq_nobargain
eq_non-fiction
Loss Functions
Machine Learning
Overfitting
Perception Activation Function
SVM
Universal Approximation
Universal Prediction

Product details

  • ISBN 9789819814091
  • Publication Date: 29 Dec 2022
  • Publisher: World Scientific Publishing Co Pte Ltd
  • Publication City/Country: SG
  • Product Form: Paperback
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Machine Learning (ML) has become a very important area of research widely used in various industries.This compendium introduces the basic concepts, fundamental theories, essential computational techniques, codes, and applications related to ML models. With a strong foundation, one can comfortably learn related topics, methods, and algorithms. Most importantly, readers with strong fundamentals can even develop innovative and more effective machine models for his/her problems. The book is written to achieve this goal.The useful reference text benefits professionals, academics, researchers, graduate and undergraduate students in AI, ML and neural networks.

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