Tsinghua University Press

Deep Learning for Image Recognition: Core Algorithms and Practical Cases (Full Color Edition)

Author： YAN Yousan

ISBN：9787302635277

Date of publication：2023.07.01

This book consists of nine chapters. It starts with the basic concepts of deep learning, including the fundamentals of neural networks and optimization techniques in deep learning. It then systematically covers data-related knowledge in deep learning. Following that, it focuses on image recognition, presenting deep learning’s core technologies and applications in the three fields of image classification, image segmentation, and object detection. In addition, it elaborates on the visualization of deep learning models. Finally, leveraging the WeChat Mini Program platform, the book delves into the deployment of deep learning models. Combining theory with practice, this book encompasses profound knowledge with an extensive breadth, highly suitable for professionals and enthusiasts in the field...

Physics Made Simple: Mechanics

Author： ZHANG Junke, WANG Chao, SONG Aichen

ISBN：9787302634447

Date of publication：2023.07.01

This book is a popular science book about physics suitable for the serious reading of secondary school students in all grades. The book starts with “simple linear motion” in daily life, guiding you to scientifically evaluate the classic problem of the tortoise and the hare race. It then uses “ubiquitous forces” to help you understand a real-world filled with interactions. As you journey through the book, you’ll comprehend the essence of “sitting on the Earth and traveling eighty thousand li a day” and decipher the aerodynamics behind a football player’s “sensational screw shot.” You will gain meaningful insights into the numerous scientific questions you are concerned about through reading this book.

Sequences and Numbers: The Formation and Evolution of the Concept of Number

Author： FENG Qi

ISBN：9787302632023

Date of publication：2023.07.01

This book is a treatise in mathematical philosophy, addressing fundamental ontological and epistemological issues related to natural numbers. Starting from the phenomenon of order in the natural world and integrating the wisdom of ancient Chinese predecessors in applying order, this book attempts to illustrate how this almost ubiquitous “ordered structure” is the source of human understanding derived from life experiences like the widely seen “geometric structure.” It argues that the understanding of natural numbers and their arithmetic principles, also like the understanding of geometric knowledge, stems from the perception of the objective world. The book strives to use rigorous mathematical methods to demonstrate the natural and typical path of the concept of natural numbers to be abstr...

And Then There is Brightness:400 years of scientific exploration from 1543 to 1957

Author： WANG You

ISBN：9787302629481

Date of publication：2023.07.01

The author is like a “storyteller” of humans’ scientific exploration over 400 years, narrating the course of scientific development since Copernicus published his accurately and elegantly written On the Revolutions of the Heavenly Spheres, showcasing the glorious achievements of mankind, the vivid stories of science, how the modern scientific edifice was established, and the historical inevitability of the development of science. The book explores the nature of the scientific spirit and the forces that drive science. Meanwhile, it also introduces math, physics, chemistry, and biology. This book is characterized by its trustworthy historical materials, coherent ideas, and vivid narration, vividly portraying the grand history of humanity’s four centuries of scientific exploration.

Resource Management for Cloud-Edge Computing

Author： CHEN Xing, LIN Bin, CHEN Zheyi

ISBN：9787302625551

Date of publication：2023.07.01

With the rapid development of communication technology, hardware technology, and the widespread application of mobile devices, resource management issues in cloud computing and edge computing have aroused much concern in both the industry and academic community. To satisfy relevant researchers’ needs for reference, the authors have compiled Resource Management for Cloud-Edge Computing. This book primarily introduces theories and research related to resource management for cloud-edge collaborative, helping readers understand the issues and solutions for resource management for cloud-edge collaboration. Resource Management for Cloud-Edge Computing presents the following theories, technologies, and applications: cloud computing, edge computing, cloud-edge collaboration, resource management en...

Deep Reinforcement Learning – Collaborative Adaptive Scheduling Theory and Application of Task and Virtual Resources in Cloud Computing

Author： PENG Zhiping

ISBN：9787302617389

Date of publication：2023.07.01

This book focuses on two key steps in the execution process of cloud workflows: cloud workflow task assignment and virtual resource provisioning. It investigates the theoretical problems, key technologies, and methods for collaborative, adaptive multi-workflow scheduling in a cloud computing environment with containers as a new type of virtualization unit. This aims to balance the interests of both cloud service supply and demand sides while ensuring the fulfillment of user service level agreements. The research team of this book has long been engaged in foundational theoretical and applied research in fields such as key technologies of cloud computing, machine learning algorithms, and multi-agent systems.

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