Bøker av Aryan Chaudhary

The model-based approach for carrying out classification and identification of tasks has led to the pervading progress of machine learning paradigm in diversified fields of technology. Deep Learning Applications in Operations Research presents the varied applications of this model-based approach. Apart from the classification process, the machine learning (ML) model has become effective enough to predict future trends of any sort of phenomena. Such fields as object classification, speech recognition, and face detection have sought extensive application of artificial intelligence (AI) and machine learning as well. The application of AI and ML has also the domains of agriculture, health sectors, and insurance.Operations research is the branch of mathematics for performing so many operational tasks in other allied domains, and the book explains how the implementation of automated strategies in optimization and parameter selection can be carried out by AI and ML. Operations research has many beneficial aspects for decision making. Discussing how the proper decision depends on a number of factors, the book examines how AI and ML can be used to model equations and define constraints to solve more easily problems and discover proper and valid solutions. It also looks at how automation plays a significant role in minimizing human labor and thereby minimizes overall time and cost. Case studies look at how to streamline operations and unearth data to make better business decisions. The concepts presented in this book can bring about and guide unique research directions to the future application of AI enabled technologies.

Telemedicine has the potential to improve access to health care, particularly in areas where there are geographical barriers, as well as to reduce costs. Telemedicine may take more time to face challenges in connecting virtual communication due to a slow internet connection or a server malfunction. The advancement and integration of information and communication technologies into healthcare delivery hold enormous promise for patients, providers, and payers in future healthcare systems. This Review Book, is overview of Telemedicine is discussed, which includes applications of Telemedicine, handling and protecting the data, diagnosis process and more things.