Applied Software Development with Python and Machine LearningКНИГИ » ПРОГРАММИНГ
Название: Applied Software Development with Python & Machine Learning Автор: Robert LeMoyne, Timothy Mastroianni Издательство: World Scientific Год: 2022 Формат: PDF Страниц: 249 Размер: 22,8 Mb Язык: English
The book presents the confluence of wearable and wireless inertial sensor systems, such as a smartphone, for deep brain stimulation for treating movement disorders, such as essential tremor, and machine learning. The machine learning distinguishes between distinct deep brain stimulation settings, such as 'On' and 'Off' status. This achievement demonstrates preliminary insight with respect to the concept of Network Centric Therapy, which essentially represents the Internet of Things for healthcare and the biomedical industry, inclusive of wearable and wireless inertial sensor systems, machine learning, and access to Cloud computing resources.Imperative to the realization of these objectives is the organization of the software development process. Requirements and pseudo code are derived, and software automation using Python for post-processing the inertial sensor signal data to a feature set for machine learning is progressively developed. A perspective of machine learning in terms of a conceptual basis and operational overview is provided. Subsequently, an assortment of machine learning algorithms is evaluated based on quantification of a reach and grasp task for essential tremor using a smartphone as a wearable and wireless accelerometer system.Furthermore, these skills regarding the software development process and machine learning applications with wearable and wireless inertial sensor systems enable new and novel biomedical research only bounded by the reader's creativity.
Machine Learning for Beginners: Easy Guide Book Название: Machine Learning for Beginners: Easy Guide Book Автор: Jerry N.P. Издательство: Amazon Digital Services LLC Год: 2017 Страниц: 53 ...
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Applied Software Development with Python and Machine Learning 
