Tag: Machine Shop
Machining and Machine-Tools Research and Development Edited By J. Paulo Davim
Machinery Condition Monitoring Principles and Practices By Amiyar. Mohanty
Machine Learning A Bayesian and Optimization Perspective By Sergios Theodoridis
Description This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches -which are based on optimization techniques – together with the Bayesian inference approach, whose essence lies in the use of a hierarchy of probabilistic models. The book presents the major machine learning methods as they have been developed in different disciplines, such as statistics, statistical and adaptive signal processing and computer science. Focusing on the physical reasoning behind the mathematics, all the various methods and techniques are explained in depth, supported by examples and…