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FUNDAMENTAL OF SOFT COMPUTING
Description:This book is going to be the first well organized book for soft computing, including all the three major constituents or aspect of soft computing (neural networks, fuzzy logic and evolutionary computation), and hopefully will be proved beneficial for both kind of people; those striving to gain knowledge and those striving to score grades. The book is comprised of each and every topic of soft computing is a vast field of artificial intelligence with very much exploration to real time problems, especially regarding the quench of decision making and automation in the leading AI industries.Key Features:Comprehensive coverage of various aspects of soft computing concepts.Artificial in...
Soft Computing
Soft Computing starts with an introduction to soft computing, a family consists of many members, namely genetic algorithms (GAs), fuzzy logic (FL), neural networks (NNs), and others. To realize the need for a non-traditional optimization tool like GA, one chapter is devoted to explain the principle of traditional optimization. The working cycle of a GA is explained in detail. The mechanisms of some specialized GAs are then discussed with some appropriate examples. The working principles of some other non-traditional optimization tools like simulated annealing (SA) and particle swarm optimization (PSO) are discussed in detail. Multi-objective optimization has been dealt in a separate chapter,...
Memories of Arrival
Describes the social history of a majority of Indians, the subalterns, who move to urban India for survival.
Civil Appeals
Any practitioner faced with the decision as to whether to appeal, or who has questions arising at each stage, will benefit enormously from a book that examines the law, principles, procedures, and processes involved. This leading work has been updated and restructured, to ensure it provides guidance on the complete and complex process of making a civil appeal. Clearly written and cross referenced, the books UK/European coverage of appeals includes: -- District Judges to Circuit Judges in the County Court -- Masters and District Judges to High Court Judges -- Court of Appeal -- House of Lords -- Privy Council -- The European Court -- The European Court of Human Rights -- Administrative Law and Elections
Image Processing Masterclass with Python
Over 50 problems solved with classical algorithms + ML / DL models KEY FEATURESÊ _ Problem-driven approach to practice image processing.Ê _ Practical usage of popular Python libraries: Numpy, Scipy, scikit-image, PIL and SimpleITK. _ End-to-end demonstration of popular facial image processing challenges using MTCNN and MicrosoftÕs Cognitive Vision APIs. Ê DESCRIPTIONÊ This book starts with basic Image Processing and manipulation problems and demonstrates how to solve them with popular Python libraries and modules. It then concentrates on problems based on Geometric image transformations and problems to be solved with Image hashing.Ê Next, the book focuses on solving problems based on S...
Moom
In a Marwari family in Calcutta, the last woman dies. But even after her death, Savitri remains in the house, invisible yet constantly audible. Gradually, the inmates begin to rely on Savitri’s voice to have their lives managed. One day, Savitri falls silent. Soon afterwards, Moom, a young girl of 11 or 12 mysteriously appears in Agarwal House. And her arrival reveals several secrets.
Inpatient Dermatology
Inpatient Dermatology is a concise and portable resource that synthesizes the most essential material to help physicians with recognition, differential diagnosis, work-up, and treatment of dermatologic issues in the hospitalized patient. Complete with hundreds of clinical and pathologic images, this volume is both an inpatient dermatology atlas and a practical guide to day-one, initial work-up, and management plan for common and rare skin diseases that occur in the inpatient setting. Each chapter is a bulleted, easy-to-read reference that focuses on one specific inpatient dermatologic condition, with carefully curated clinical photographs and corresponding histopathologic images to...
Essentials of Deep Learning and AI
Drives next generation path with latest design techniques and methods in the fields of AI and Deep Learning KEY FEATURES ● Extensive examples of Machine Learning and Deep Learning principles. ● Includes graphical demonstrations and visual tutorials for various libraries, configurations, and settings. ● Numerous use cases with the code snippets and examples are presented. DESCRIPTION 'Essentials of Deep Learning and AI' curates the essential knowledge of working on deep neural network techniques and advanced machine learning concepts. This book is for those who want to know more about how deep neural networks work and advanced machine learning principles including real-world examples. T...
Generative Adversarial Networks with Industrial Use Cases
Best Book on GAN Ê DESCRIPTIONÊ This book aims at simplifying GAN for everyone. This book is very important for machine learning engineers, researchers, students, professors, and professionals. Universities and online course instructors will find this book very interesting for teaching advanced deep learning, specially Generative Adversarial Networks(GAN). Industry professionals, coders, and data scientists can learn GAN from scratch. They can learn how to build GAN codes for industrial applications for Healthcare, Retail, HRTech, EduTech, Telecom, Media, and Entertainment. Mathematics of GAN is discussed and illustrated. KL divergence and other parts of GAN are illustrated and discussed m...
The English Circle Class 06
This series is a multi-skill structured course in English with an intense focus on grammar structure practised through the LSRW skills. Some of the key features of this series include HOTS, Life skills, exercises based on the principle of multiple intelligences and learn-by-doing methods as well as projects and sample test papers to evaluate all skills.
