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A Suitable Boy
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IAS Mains General Studies Paper 4 Ethics Integrity & Aptitude
The civil services examination (CSE) is considered to be the mother of all written examination and before starting the preparation for the paper; the aspirants are required to know the insights of it which will fast track their preparation level. The written exam (main) consists of nine papers, but only 7 papers are counted for final merit ranking. For the remaining two papers, candidates should secure minimum marks prescribed by the commission each year. The series of IAS Mains General Studies of Paper – 4 deals with Ethics, Integrity and Aptitude, this book has been designed to give an in-depth coverage of all the topics as prescribed in the syllabus. You get the detailed explanations fo...
Love @ First Sight
Every love story has a childhood in it. We all have fallen in love during our adolescent years. That tender love sometimes vanishes as we grow older into the realities of this practical world and sometimes grows along with us, inside our hearts, rooted deep within our thoughts, growing into a much stronger bond with each passing moment. This is the story of one such beautiful love bond that sprouted when a young boy of 13 years of age, saw the most beautiful face of his life. Love @ First Sight recounts how the attraction felt by this young boy went on to grow into the deepest of feelings of love, selflessness and dedication. The boy knew from all his heart that he was in love with the girl ...
Machine Learning Design Patterns
The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the problem, a variety of potential solutions, and recommendations for choosing the best technique for your...
Binary Neural Networks
Deep learning has achieved impressive results in image classification, computer vision, and natural language processing. To achieve better performance, deeper and wider networks have been designed, which increase the demand for computational resources. The number of floatingpoint operations (FLOPs) has increased dramatically with larger networks, and this has become an obstacle for convolutional neural networks (CNNs) being developed for mobile and embedded devices. In this context, Binary Neural Networks: Algorithms, Architectures, and Applications will focus on CNN compression and acceleration, which are important for the research community. We will describe numerous methods, including par...
Applied Mathematics, Modeling and Computer Simulation
Applied mathematics, modelling, and computer simulation are central to many aspects of engineering and computer science, and continue to be of intrinsic importance to the development of modern technologies. This book presents the proceedings of AMMCS 2023, the 3rd International Conference on Applied Mathematics, Modeling and Computer Simulation, held on 12 and 13 August 2023 in Wuhan, China. The conference provided an ideal opportunity for scholars and researchers to communicate important recent developments in their areas of specialization to their colleagues, and to scientists in related disciplines. More than 250 submissions were received for the conference, of which 133 were selected for...
Automated Machine Learning and Meta-Learning for Multimedia
This book disseminates and promotes the recent research progress and frontier development on AutoML and meta-learning as well as their applications on computer vision, natural language processing, multimedia and data mining related fields. These are exciting and fast-growing research directions in the general field of machine learning. The authors advocate novel, high-quality research findings, and innovative solutions to the challenging problems in AutoML and meta-learning. This topic is at the core of the scope of artificial intelligence, and is attractive to audience from both academia and industry. This book is highly accessible to the whole machine learning community, including: researchers, students and practitioners who are interested in AutoML, meta-learning, and their applications in multimedia, computer vision, natural language processing and data mining related tasks. The book is self-contained and designed for introductory and intermediate audiences. No special prerequisite knowledge is required to read this book.
The Modern Hospital
The rapidly growing developments in medicine and science in the last few decades has evoked a greater need for modern institutions, with modern medicine, advanced technologies, and cutting edge research. Today, the modern hospital is a highly competitive, multibillion dollar industry that plays a large role in our healthcare systems. Far different from older institutions, modern hospitals juggle the dynamics of running a business that proves financially fruitful and sustainable, with maintaining and staying ahead of medical developments and offering the best possible patient care. This comprehensive book explores all aspects of the inner workings of a modern hospital, from research and techn...
