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Kniha Welding and Cutting Case Studies with Supervised Machine Learning Rajeev Kamal

Welding and Cutting Case Studies with Supervised Machine Learning

Autor: Rajeev Kamal, Abhinav Karan
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer Verlag, Singapore
Dostupnosť: Skladom u dodávateľa v malom množstve
Odosielame za 13-18 dní
106.17 €
This book presents machine learning as a set of pre-requisites, co-requisites, and post-requisites,...

Informácie o knihe

Autor
Rajeev Kamal, Abhinav Karan
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2021
Stránok
249
EAN
9789811393846
ISBN
9811393842
Enbook ID
36337637
Vydavateľ
Springer Verlag, Singapore
Hmotnosť
403
Rozmery
155 x 235 x 15

Kompletný popis

This book presents machine learning as a set of pre-requisites, co-requisites, and post-requisites, focusing on mathematical concepts and engineering applications in advanced welding and cutting processes. It describes a number of advanced welding and cutting processes and then assesses the parametrical interdependencies of two entities, namely the data analysis and data visualization techniques, which form the core of machine learning. Subsequently, it discusses supervised learning, highlighting Python libraries such as NumPy, Pandas and Scikit Learn programming. It also includes case studies that employ machine learning for manufacturing processes in the engineering domain. The book not only provides beginners with an introduction to machine learning for applied sciences, enabling them to address global competitiveness and work on real-time technical challenges, it is also a valuable resource for scholars with domain knowledge.

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