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Practical Approach for Machine Learning and Deep Learning Algorithms
Guide covering topics from machine learning, regression models, neural network to tensor flow Key features Machine learning in MATLAB using basic concepts and algorithms. Deriving and accessing of data in MATLAB and next, pre-processing and preparation of data. Machine learning workflow for health monitoring. The neural network domain and implementation in MATLAB with explicit explanation of code and results. How predictive model can be improved using MATLAB? MATLAB code for an algorithm implementation, rather than for mathematical formula. Machine learning workflow for health monitoring. Description Machine learning is mostly sought in the research field and has become an integral part of m...
Physics of Buoyant Flows
Gravity pervades the whole universe; hence buoyancy drives fluids everywhere including those in the atmospheres and interiors of planets and stars. Prime examples of such flows are mantle convection, atmospheric flows, solar convection, dynamo process, heat exchangers, airships and hot air balloons. In this book we present fundamentals and applications of thermal convection and stratified flows. Buoyancy brings in extremely rich phenomena including waves and instabilities, patterns, chaos, and turbulence. In this book we present these topics in a systematic manner. First we present a unified treatment of linear theory that yields waves and thermal instability for stably and unstably-stratifi...
A Practical Approach for Machine Learning and Deep Learning Algorithms
Guide covering topics from machine learning, regression models, neural network to tensor flow DESCRIPTION Machine learning is mostly sought in the research field and has become an integral part of many research projects nowadays including commercial applications, as well as academic research. Application of machine learning ranges from finding friends on social networking sites to medical diagnosis and even satellite processing. In this book, we have made an honest effort to make the concepts of machine learning easy and give basic programs in MATLAB right from the installation part. Although the real-time application of machine learning is endless, however, the basic concepts and algorithms...
Critical Concepts, Standards, and Techniques in Cyber Forensics
Advancing technologies, especially computer technologies, have necessitated the creation of a comprehensive investigation and collection methodology for digital and online evidence. The goal of cyber forensics is to perform a structured investigation while maintaining a documented chain of evidence to find out exactly what happened on a computing device or on a network and who was responsible for it. Critical Concepts, Standards, and Techniques in Cyber Forensics is a critical research book that focuses on providing in-depth knowledge about online forensic practices and methods. Highlighting a range of topics such as data mining, digital evidence, and fraud investigation, this book is ideal for security analysts, IT specialists, software engineers, researchers, security professionals, criminal science professionals, policymakers, academicians, and students.
Intelligent Systems and Smart Infrastructure
This book covers the proceedings of ICISSI 2022 (International Conference on Intelligent Systems and Smart Infrastructure) held at Prayagraj, Uttar Pradesh during April 21–22, 2022. The conference was jointly organised by Shambhunath Institute of Engineering and Technology, Prayagraj UP India, Institute of Engineering and Technology (IET) Lucknow, U.P India, and Manipal University Jaipur, Rajasthan India with an aim to provide a platform for researchers, scientists, technocrats, academicians and engineers to exchange their innovative ideas and new challenges being faced in the field of emerging technologies. The papers presented in the conference have been compiled in form of chapters to focus on the core technological developments in the emerging fields like machine learning, intelligence systems, smart infrastructure, advanced power technology etc.
CBSE/UGC-NET/JRF HUMAN RESOURCE MANAGEMENT & LABOUR WELFARE
The book is written keeping in view the Syllabus & Question Patterns of various competitive exams with specialization to the Subjects Human resources Management, Organizational Behaviour and Labour Laws. The Book Contains objectives type questions with Answers & explanation of typical facts and concepts. It also includes Chapters of One liner facts and brief concepts in HRM, OB and Labour Laws. Books is very useful for UGC NET Exam and also dream Jobs of PSU's like Coal India, NTPC, SAIL, ONGC, PSU's Banks, Corporate Exams in HRM & Other organizations. The memory based and other actual relevant previous year questions of PSU's Management trainees Exam & UGC-NET has been given place in this b...
Advanced Ultra Low-Power Semiconductor Devices
ADVANCED ULTRA LOW-POWER SEMICONDUCTOR DEVICES Written and edited by a team of experts in the field, this important new volume broadly covers the design and applications of metal oxide semiconductor field effect transistors. This outstanding new volume offers a comprehensive overview of cutting-edge semiconductor components tailored for ultra-low power applications. These components, pivotal to the foundation of electronic devices, play a central role in shaping the landscape of electronics. With a focus on emerging low-power electronic devices and their application across domains like wireless communication, biosensing, and circuits, this book presents an invaluable resource for understandi...
Recent Advances in the Treatment of Neurodegenerative Disorders
Researchers have tried various effective treatments that prevent the progressive neurodegeneration of neurons within the brain. Parkinson’s disease (PD), Alzheimer’s disease (AD), and Multiple sclerosis (MS) are some of the most common neurodegenerative diseases (NDDs). Recent Advances in the Treatment of Neurodegenerative Disorders provides interesting updates on treatments of these neurological disorders. Ten chapters have been contributed by experts in pharmacology and give a unique perspective to reader on special topics in this area, including the treatment of neurodegenerative treatment of neurodegenerative disease through ayurveda and phytochemicals, the therapeutic role of vitamins in Parkinson’s disease, mushrooms in NDD treatment, MS treatment, ALS treatment and the use of nanoparticles and nano formulations in NDD treatment. This is an informative reference for pharmacologists, medicinal chemists and healthcare professionals (general practitioners and neurologists) seeking updates in the treatment of some common neurodegenerative disorders.
Blockchain Security in Cloud Computing
This book explores the concepts and techniques of cloud security using blockchain. Also discussed is the possibility of applying blockchain to provide security in various domains. The authors discuss how blockchain holds the potential to significantly increase data privacy and security while boosting accuracy and integrity in cloud data. The specific highlight of this book is focused on the application of integrated technologies in enhancing cloud security models, use cases, and its challenges. The contributors, both from academia and industry, present their technical evaluation and comparison with existing technologies. This book pertains to IT professionals, researchers, and academicians towards fourth revolution technologies.
Growth Driven Testing
Not very often people challenge the definition of testing and even if they do, it ends up being theory. Here is an experience report, documented with evidence on what it takes to use testing to drive growth for customers. An outcome of a thousand people of Moolya and hundreds of customers coming together and providing the most compelling evidence to reinvent testing. A powerful (and honest) book for Product Owners, Tech Leaders, Testers, Automation Engineers to build a culture of growth driven testing and leadership that enables this culture to succeed.
