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Deep Learning Essentials
Get to grips with the essentials of deep learning by leveraging the power of Python Key Features Your one-stop solution to get started with the essentials of deep learning and neural network modeling Train different kinds of neural networks to tackle various problems in Natural Language Processing, computer vision, speech recognition, and more Covers popular Python libraries such as Tensorflow, Keras, and more, along with tips on training, deploying and optimizing your deep learning models in the best possible manner Book Description Deep Learning a trending topic in the field of Artificial Intelligence today and can be considered to be an advanced form of machine learning, which is quite tr...
Disaster Risk Science
This is the first English language book to systematically introduce basic theories, methods and applications of disaster risk science from the angle of different subjects including disaster science, emergency technology and risk management. Viewed from basic theories, disaster risk science consists of disaster system, formation mechanism and process, covering 3 chapters in this book. From the perspective of technical methods, disaster risk science includes measurement and assessment of disasters, mapping and zoning of disaster risk, covering 4 chapters in this book. From the angle of application practices, disaster risk science contains disaster management, emergency response and integrated disaster risk paradigm, covering 3 chapters in the book. The book can be a good reference for researchers, students, and practitioners in the field of disaster risk science and natural disaster risk management for more actively participating in and supporting the development of "disaster risk science".
Building Transformer Models with Attention
If you have been around long enough, you should notice that your search engine can understand human language much better than in previous years. The game changer was the attention mechanism. It is not an easy topic to explain, and it is sad to see someone consider that as secret magic. If we know more about attention and understand the problem it solves, we can decide if it fits into our project and be more comfortable using it. If you are interested in natural language processing and want to tap into the most advanced technique in deep learning for NLP, this new Ebook—in the friendly Machine Learning Mastery style that you’re used to—is all you need. Using clear explanations and step-by-step tutorial lessons, you will learn how attention can get the job done and why we build transformer models to tackle the sequence data. You will also create your own transformer model that translates sentences from one language to another.
East Meets West in Cheeloo University
Based on the analysis on the hybridity in Cheeloo's campus, the insufficiency of the preservation work starting from the designation in 2013 is listed: the siting of Cheeloo on both sides of the city wall is not claimed on the site; the current relations between the two campuses are not strong enough; no actions have been taken to claim the importance of the demolished structures; the implementation of the preservation has weakened the hybridity in building design. Then recommendations for the future preservation work in Cheeloo are given in response to the insufficiency, such as reconstructing part of the city wall, road signs connecting the two campuses and the restoration of the architectural hybridity as the old photos.
Proceedings of the 2022 6th International Seminar on Education, Management and Social Sciences (ISEMSS 2022)
This is an open access book. The aim of 2022 6th International Seminar on Education, Management and Social Sciences (ISEMSS 2022) is to bring together innovative academics and industrial experts in the field of Education, Management and Social Sciences to a common forum. The primary goal of the conference is to promote research and developmental activities in Education, Management and Social Sciences and another goal is to promote scientific information interchange between researchers, developers, students, and practitioners working all around the world. The conference will be held every year to make it an ideal platform for people to share views and experiences in Education, Management and Social Sciences and related areas.
Power Of Ideas, The: The Rising Influence Of Thinkers And Think Tanks In China
China's momentous socioeconomic transformation is not taking place in an intellectual vacuum: Chinese scholars and public intellectuals are actively engaged in fervent discussions about the country's domestic and foreign policies, demographic constraints, and ever-growing integration into the world community. This book focuses on China's major think tanks where policies are initiated, and on a few prominent thinkers who influence the way in which elites and the general public understand and deal with the various issues confronting the country.The book examines a number of factors contributing to the rapid rise of Chinese think tanks in the reform era. These include the leadership's call for ...
北京六廠二校經驗選編
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Proceedings of 2021 International Conference on Autonomous Unmanned Systems (ICAUS 2021)
This book includes original, peer-reviewed research papers from the ICAUS 2021, which offers a unique and interesting platform for scientists, engineers and practitioners throughout the world to present and share their most recent research and innovative ideas. The aim of the ICAUS 2021 is to stimulate researchers active in the areas pertinent to intelligent unmanned systems. The topics covered include but are not limited to Unmanned Aerial/Ground/Surface/Underwater Systems, Robotic, Autonomous Control/Navigation and Positioning/ Architecture, Energy and Task Planning and Effectiveness Evaluation Technologies, Artificial Intelligence Algorithm/Bionic Technology and Its Application in Unmanned Systems. The papers showcased here share the latest findings on Unmanned Systems, Robotics, Automation, Intelligent Systems, Control Systems, Integrated Networks, Modeling and Simulation. It makes the book a valuable asset for researchers, engineers, and university students alike.
