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portada Computational Optimization: Machine Learning and Fuzzy Systems
Type
Physical Book
Publisher
Author
Language
English
Pages
329
Format
Hardcover
Dimensions
24.4x17x1.9 cm
ISBN13
9783119143769

Computational Optimization: Machine Learning and Fuzzy Systems

Kaur, Narinder; Kaur, Bobbinpreet; Gulzar, Yonis (Author) · de Gruyter · Hardcover

Computational Optimization: Machine Learning and Fuzzy Systems - Kaur, Narinder; Kaur, Bobbinpreet; Gulzar, Yonis

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Synopsis "Computational Optimization: Machine Learning and Fuzzy Systems"

Data science, quantitative analysis, computer optimisation, and machine learning are all explored in this book. Insightful mathematical analysis of ML models is presented in this work. Various fields, including healthcare, banking, and e-commerce, are covered in this book through case studies. To choose features, hyperparameters, and models, the latter shows how optimisation can be implemented. Practical insights on the assessment and improvement of machine learning models in real-world situations, such as e-commerce, healthcare, banking, and agriculture, are included. Professionals in the fields of research, engineering, mathematics, and computer science are the target audience for this book. Through the integration of theoretical principles with practical applications, the usage of computational optimisation techniques in real-time settings is to be enhanced.

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