Bøger af Vikas Khare

Cognitive Science, Computational Intelligence, and Data Analytics: Methods and Applications with Python introduces readers to the foundational concepts of data analysis, cognitive science, and computational intelligence, including AI and Machine Learning. The book's focus is on fundamental ideas, procedures, and computational intelligence tools that can be applied to a wide range of data analysis approaches, with applications that include mathematical programming, evolutionary simulation, machine learning, and logic-based models. It offers readers the fundamental and practical aspects of cognitive science and data analysis, exploring data analytics in terms of description, evolution, and applicability in real-life problems.The authors cover the history and evolution of cognitive analytics, methodological concerns in philosophy, syntax and semantics, understanding of generative linguistics, theory of memory and processing theory, structured and unstructured data, qualitative and quantitative data, measurement of variables, nominal, ordinals, intervals, and ratio scale data. The content in this book is tailored to the reader's needs in terms of both type and fundamentals, including coverage of multivariate analysis, CRISP methodology and SEMMA methodology. Each chapter provides practical, hands-on learning with real-world applications, including case studies and Python programs related to the key concepts being presented.

Reliability is defined as the probability of a device or system performing its purpose adequately for the intended operating period of time. System reliability is defined as the ability of any system to supply the system load with reasonable continuity and quality of supply. Major subdivisions of reliability are ¿system adequacy¿ and ¿system security¿. This book covers the topic related to reliability analysis. This book includes an introductory part of reliability and maintainability with the help of probability theory. Continuous, discrete and sampling random variable concept also represented by reliability assessment. This book also includes concept and full description of Monte Carlo Simulation further reliability assessment is done by game theory concept. At the last different reliability problem related to different technical topic are also investigated. There are lacks of availability of books in this field and now a day¿s importance of this topic is increased tremendously. Reliability is the topic which is included in non-technical and also in technical concept.