Welding and Cutting Case Studies with Supervised Machine Learning


Welding and Cutting Case Studies with Supervised Machine Learning (Engineering Applications of Computational Methods) Hardcover – 4 Jun. 2020
by:S. Arungalai Vendan ,Rajeev Kamal ,Abhinav Karan
pages 页数:260 pages
Publisher Finelybook 出版社:Springer; 1st ed. 2020 edition (4 Jun. 2020)
Language 语言:English
ISBN-10 书号:9811393818
ISBN-13 书号:9789811393815

Book Description
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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