Rod Adams

Yi Sun

This textbook provides a comprehensive foundation in the mathematics needed for data science for students and self-learners with a basic mathematical background who are interested in the principles behind computational algorithms in data science. It covers sets, functions, linear algebra, and calculus, and delves deeply into probability and statistics, which are key areas for understanding the algorithms driving modern data science applications. Readers are guided toward unlocking the secrets of algorithms like Principal Component Analysis, Singular Value Decomposition, Linear Regression in two and more dimensions, Simple Neural Networks, Maximum Likelihood Estimation, Logistic Regression and Ridge Regression, illuminating the path from mathematical principles to algorithmic mastery. It is designed to make the material accessible and engaging, guiding readers through a step-by-step progression from basic mathematical concepts to complex data science algorithms. It stands out for its emphasis on worked examples and exercises that encourage active participation, making it particularly beneficial for those with limited mathematical backgrounds but a strong desire to learn. This approach facilitates a smoother transition into more advanced topics. The authors expect readers to be proficient in handling numbers in various formats, including fractions, decimals, percentages, and surds. They should also have a knowledge of introductory algebra, such as manipulating simple algebraic expressions, solving simple equations, and graphing elementary functions, along with a basic understanding of geometry including angles, trigonometry and Pythagoras’ theorem.

A Mathematical Introduction to Data Science

Xianhua Song

Zeguang Lu

Liehuang Zhu

Jianming Zhu

Qianhong Wu

This book CCIS 2497 constitutes the refereed proceedings of the 7th CCF China Blockchain Summit on Blockchain Technology and Application, CBCC 2024, held in Shanghai, China, during December 13–15, 2024. The 13 full papers and 1 short paper were carefully reviewed and selected from 151 submissions. The proceedings focused on discussing the latest developments in blockchain theory and technology, exchanging the latest application achievements of blockchain in distributed systems, cryptography, data elements, economic models, regulatory technology, metaverse and Web3.0.

7th CCF China Blockchain Conference, CBCC 2024, Shanghai, China, December 13–15, 2024, Revised Selected Papers, Part I

Blockchain Technology and Application

Jian Yang

Hua Huang

Huchuan Lu

Lihe Zhang

This book constitutes the proceedings of the 7th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2017, held in Dalian, China, in September 2017.The 48 full papers and 14 short papers presented in this volume were carefully reviewed and selected from 121 submissions. They deal with statistics and learning; deep neural networks; faces and people; objects; classification and clustering; imaging; biomedical signal processing; and recommendation.

7th International Conference, IScIDE 2017, Dalian, China, September 22-23, 2017, Proceedings

Intelligence Science and Big Data Engineering

Chang Q Sun

This book features the latest advances and future trends in water science and technology. It also discusses the scientific popularization and quantitative resolution of a variety of mysterious properties of water and ice from the perspective of hydrogen-bond cooperativity in response to stimuli such as chemical contamination, electrification, magnetification, mechanical compression, molecular undercoordination, and thermal excitation. Anomalies include the floating of ice, the Hofmeister effect in solutions, regelation of ice, slipperiness of ice, water’s tough skin, the Mpemba paradox, and the floating bridge. It also addresses the superfluidity of microchannels, hydrogen bond potentials, nanodroplet and bubble thermodynamics, quasisolidity and supersolidity, controlling superhydrophobicity–superhydrophilicity transition, and high-pressure ice formation. The target audience for this book includes students, senior scholars, engineers and practitioners in the area of physical chemistry, biology, as well as aqueous and colloid solutions.

Single Notion, Multiple Myths

The Attribute of Water

Xiaobing Li

Wynn Gadkar-Wilcox

East Asia and the West: An Entangled History provides readers with a comprehensive overview of modern East Asian civilizations. The text demonstrates how China, Korea, Japan, and Vietnam developed into modern nations through interactions with Western ideas and military power. Part One of the text provides an overview and historical background of premodern East Asia, highlighting differences and similarities between China, Korea, Japan, and Vietnam, and significant partnerships and innovations from the 1500s to the 1800s. In Part Two, students learn why certain areas adopted an isolationist policy against Western influence, while others welcomed the influence. Part Three focuses on confrontation and Westernization, featuring discussion of the Opium Wars, the Meiji Transformation, and French colonization in Indochina. Part Four covers major events that occurred during World War II, including the communist movements in East Asia during the war. The final part examines the competition and confrontation between the capitalist and communist systems during the Cold War in East Asia. The text features transliteration notes, maps, and an expansive bibliography to provide students with a complete and immersive learning experience. East Asia and the West is part of the Cognella History of Asia Series, a collection of books dedicated to helping students explore the exciting, complex, and influential past of Asian countries. Xiaobing Li earned his Ph.D. at Carnegie Mellon University. Dr. Li is a professor of history and the director of the Western Pacific Institute at the University of Central Oklahoma. Yi Sun earned her Ph.D. at Washington State University. Dr. Sun is a professor of history and the director of the Asian Studies Program at the University of San Diego. Wynn Gadkar-Wilcox earned his Ph.D. at Cornell University. He is a professor of history and non-western cultures at Western Connecticut State University.

East Asia and the West: An Entangled History

Jessica Lilian Bell

Jean Borges Bertoldo

Matthew K. Summers

Alena Malyukova

Ubiquitin-modifying Enzymes as Drug Targets and Biomarkers in Cancer

Wenyi Wei

Jianping Jin

This book summarizes all the important aspects of CRLs (Cullin-RING E3 Ubiquitin Ligases), while providing details of mechanistic specifics that go beyond protein ubiquitination and neddylation. Ubiquitin ligases, including the CRLs, which are activated by neddylation, play an important role in diverse biological processes and are involved in various human diseases, particularly cancer. The book covers various topics, such as CRL structure, biology, genetics, its regulation by neddylation, its pivotal role in human disease, and its potential in drug discovery and targeted therapies. The book appeals to biochemists and biologists working in other fields, and, given the importance of CRLs in all aspects of cell biology and the great promise of targeting these complexes for therapy, is a valuable resource anyone interested in modern biology or medicine.

Biology and Therapeutics

Cullin-RING Ligases and Protein Neddylation

Producing Hong Kong Film Genres for Global Consumption

Milkyway Image

Yi Sun

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