Название: Welding and Cutting Case Studies with Supervised Machine Learning Volume 1 (Engineering Applications of Computational Methods)
Автор: Vendan, S.A., Kamal, R., Karan, A., Gao, L., Niu, X., Garg, A.
Издательство: Springer
Год: 2020
Формат: True PDF
Страниц: 256
Размер: 14.1 Mb
Язык: English
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.