This set of lecture notes, written for those who are unfamiliar with mathematics and programming, introduces the reader to important concepts in the field of machine learning. It consists of three parts. The first is an overview of the history of artificial intelligence, machine learning, and data science, and also includes case studies of well-known AI systems. The second is a step-by-step introduction to Azure Machine Learning, with examples provided. The third is an explanation of the techniques and methods used in data visualization with R, which can be used to communicate the results collected by the AI systems when they are analyzed statistically. Practice questions are provided throughout the book.

Winner of the 2020 Locus, World Fantasy, British Fantasy, Ignyte, and Brave New Words Awards. "There's nothing new under the sun, but there are new suns," proclaimed Octavia E. Butler. New Suns: Original Speculative Fiction by People of Color showcases emerging and seasoned writers of many races telling stories filled with shocking delights, powerful visions of the familiar made strange. Between this book's covers burn tales of science fiction, fantasy, horror, and their indefinable overlappings. These are authors aware of our many possible pasts and futures, authors freed of stereotypes and cliches, ready to dazzle you with their daring genius. Unexpected brilliance shines forth from every page. Includes stories by Kathleen Alcala, Minsoo Kang, Anil Menon, Silvia Moreno-Garcia, Alex Jennings, Alberto Yanez, Steven Barnes, Jaymee Goh, Karin Lowachee, E. Lily Yu, Andrea Hairston, Tobias Buckell, Hiromi Goto, Rebecca Roanhorse, Indrapramit Das, Chinelo Onwualu and Darcie Little Badger.

This volume contains the papers contributed to the Nakase Memorial Symposium with the theme: Soft Ground Engineering in Coastal Areas, held in Yokusuka, Japan in November 2002. The meeting was organized as a tribute to Professor Ako Nakase, and was attended by 125 participants including his Japanese colleagues and friends from overseas. The topics covered included: fundamental Characteristics of Clay Soils; Estimation of consolidation settlement in large-scale reclamation; Soil improvement methods in coastal areas; Reuse of dredged soils and behaviour of coastal structures under earthquake; and Evaluation for the stability of coastal structures.

Measurement and Evaluation in Human Performance, Sixth Edition With HKPropel Access, guides students through the essentials of collecting and analyzing data of human performance and using that data in practical application. Introductory algebraic concepts are combined with the technological capabilities of Microsoft Excel and IBM’s SPSS software to aid students in calculations and data analysis. Focusing on the core concepts of reliability and validity of data, the text provides all the necessary tools for evidence-based decision making to apply in kinesiology, sport and exercise science, physical therapy, allied health, physical education, health, and fitness. The sixth edition of Measurement and Evaluation in Human Performance has been reorganized to offer a logical progression of information that makes it easy for instructors and students to apply the content to their specific courses and career goals. It is enhanced with added expertise from new coauthor Weimo Zhu, an internationally known scholar in Kinesmetrics who served as the chair of the Measurement and Evaluation Council of SHAPE America. The amount of information on physical activity assessment has been increased across all chapters, and the text includes new content about sport video analysis apps, employment-related testing, and more. The text is divided into four parts. Part I introduces the concepts of measurement and evaluation and their importance for decision making in human performance. Part II explains the use of statistics as core tools and resources for these evaluations and explains the various forms of statistical procedures often used in measurement. Part III presents reliability and validity from theoretical, comprehensive, and criterion-referenced perspectives. Skills gained through previous sections are applied to human performance issues such as evaluating a person’s aerobic capacity or muscular strength. Part IV applies all of the content from the previous sections to practical settings where students will use the knowledge gained in the text, covering topics like fitness assessment, performance assessment, motor behavior, and sport and exercise psychology. To enhance student comprehension and retention, related online learning aids are delivered through HKPropel. Sample data sets for each chapter allow students to practice data analysis, as do a wide range of study and practice activities. Chapter quizzes may be assigned to students by instructors and are automatically graded within HKPropel. In addition, Mastery Item sidebars throughout the text include problems and activities that test student knowledge, while Measurement and Evaluation Challenge sidebars provide scenarios that can be evaluated with the information from the chapter. Measurement and Evaluation in Human Performance, Sixth Edition, continues to provide students with the tools and confidence they will need to gather reliable data, analyze it, and apply it in their work with clients. Note: A code for accessing HKPropel is included with this ebook.

This is the loose-leaf version of Measurement and Evaluation in Human Performance, Sixth Edition With HKPropel Access, which offers students a less expensive, printed version of the text. Measurement and Evaluation in Human Performance, Sixth Edition With HKPropel Access, guides students through the essentials of collecting and analyzing data of human performance and using that data in practical application. Introductory algebraic concepts are combined with the technological capabilities of Microsoft Excel and IBM's SPSS software to aid students in calculations and data analysis. Focusing on the core concepts of reliability and validity of data, the text provides all the necessary tools for evidence-based decision making to apply in kinesiology, sport and exercise science, physical therapy, allied health, physical education, health, and fitness. The sixth edition of Measurement and Evaluation in Human Performance has been reorganized to offer a logical progression of information that makes it easy for instructors and students to apply the content to their specific courses and career goals. It is enhanced with added expertise from new coauthor Weimo Zhu, who served as the chair of the Measurement and Evaluation Council of SHAPE America. The amount of information on physical activity assessment has been increased across all chapters, and the text includes new content about sport video analysis apps, employment-related testing, and more. The text is divided into four parts. Part I introduces the concepts of measurement and evaluation and their importance for decision making in human performance. Part II explores statistics as core tools and resources for these evaluations and explains the various forms of statistical procedures often used in measurement. Part III presents reliability and validity from theoretical, comprehensive, and criterion-referenced perspectives. Skills gained through previous sections are applied to human performance issues such as evaluating a person's aerobic capacity or muscular strength. Part IV applies all of the content from the previous sections to practical settings where students will use the knowledge gained in the text, covering topics like fitness assessment, performance assessment, motor behavior, and sport and exercise psychology. To enhance student comprehension and retention, related online learning aids are delivered through HKPropel. Sample data sets allow students to practice data analysis, as do a wide range of study and practice activities. Chapter quizzes may be assigned to students by instructors and are automatically graded within HKPropel. In addition, Mastery Item sidebars throughout the text include problems and activities that test student knowledge, while Measurement and Evaluation Challenge sidebars provide scenarios that can be tackled with the information from the chapter. Measurement and Evaluation in Human Performance, Sixth Edition, continues to provide students with the tools and confidence they will need to gather reliable data, analyze it, and apply it in their work with clients. Note: A code for accessing HKPropel is included with all new print books.

This set of lecture notes, written for those who are unfamiliar with mathematics and programming, introduces the reader to important concepts in the field of machine learning. It consists of three parts. The first is an overview of the history of artificial intelligence, machine learning, and data science, and also includes case studies of well-known AI systems. The second is a step-by-step introduction to Azure Machine Learning, with examples provided. The third is an explanation of the techniques and methods used in data visualization with R, which can be used to communicate the results collected by the AI systems when they are analyzed statistically. Practice questions are provided throughout the book.

From the dawn of European civilization to the twentieth century, the automaton-better known today as the robot-has captured the Western imagination and provided a vital lens into the nature of humanity. Historian Minsoo Kang argues that to properly understand the human-as-machine and the human-as-fundamentally-different-from-machine, we must trace the origins of these ideas and examine how they were transformed by intellectual, cultural, and artistic appearances of the automaton throughout the history of the West. Kang tracks the first appearance of the automaton in ancient myths through the medieval and Renaissance periods, marks the proliferation of the automaton as a central intellectual concept in the Scientific Revolution and the subsequent backlash during the Enlightenment, and details appearances in Romantic literature and the introduction of the living machine in the Industrial Age. He concludes with a reflection on the destructive confrontation between humanity and machinery in the modern era and the reverberations of the humanity-machinery theme today. Sublime Dreams of Living Machines is an ambitious historical exploration and, at heart, an attempt to fully elucidate the rich and varied ways we have utilized our most uncanny creations to explore essential questions about ourselves.

The Story of Hong Gildong is arguably the single most important work of classic Korean fiction. Like its English counterpart, Robin Hood, it has been adapted into countless movies, television shows, novels and comics. Its memorable lines are known to virtually every Korean by heart. Until now, this incredible 19th century fable has been all but inaccessible to English readers. Hong Gildong, the brilliant but illegitimate son of a government minister, cannot advance in society due to his secondary status, so he leaves home to become the leader of a band of outlaws who rob the rich to give to the poor. On the way to building his own empire and gaining acceptance from his family, Hong Gildong vanquishes assassins, battles monsters, and conquers kingdoms. Minsoo Kang's expressive and animated new translation finally makes the original text of this classic available in English, re-introducing a noble and righteous outlaw and sharing a beloved hallmark of Korean culture.

A beautiful lady who can only be seen from far away, a machine that generates an entire civilization, a king who loves the hidden life of an inanimate statue, a city that appears once a year across a great chasm, an ancient Korean king assassinated in the dark of the night, a ghost that haunts soldiers on the DMZ - these are just some of the marvels you will encounter in these stories from the transcultural and metafictional imagination of Minsoo Kang. In diverse narratives grouped under the titles of Tales from a Lost History, Fables of the Dream World, and Stories from an Imaginary Homeland, Kang explores the nature and possibilities of storytelling itself as he spins out variations on an episodic theme, reinterprets an old myth, and struggles with a past that seeks a voice in the present. The result is a marvelously surrealistic landscape where histories, ideas, and legends freely intermingle and dance to the music of wonder and longing.

A beautiful lady who can only be seen from far away, a machine that generates an entire civilization, a king who loves the hidden life of an inanimate statue, a city that appears once a year across a great chasm, an ancient Korean king assassinated in the dark of the night, a ghost that haunts soldiers on the DMZ - these are just some of the marvels you will encounter in these stories from the transcultural and metafictional imagination of Minsoo Kang. In diverse narratives grouped under the titles of Tales from a Lost History, Fables of the Dream World, and Stories from an Imaginary Homeland, Kang explores the nature and possibilities of storytelling itself as he spins out variations on an episodic theme, reinterprets an old myth, and struggles with a past that seeks a voice in the present. The result is a marvelously surrealistic landscape where histories, ideas, and legends freely intermingle and dance to the music of wonder and longing.

Measurement and Evaluation in Human Performance, Fifth Edition With Web Study Guide, leads students through the fundamentals of collecting and analyzing data of human performance and applying their results to real-life situations. Focusing on the core concepts of reliability and validity of data, the text provides all the necessary tools for evidence-based decision making that can be applied to physical therapy, allied health professions, kinesiology, sport and exercise science, physical education, health, and fitness. The fifth edition of Measurement and Evaluation in Human Performance provides students with a logical progression of information in a straightforward manner. Introductory algebraic concepts are combined with the technological capabilities of Microsoft Excel and IBM's Statistical Package for the Social Sciences (SPSS) to aid students in calculations and data analysis. The text expands on previous editions and includes the following enhancements: * Additional sport-specific and exercise examples, as well as physical education examples focusing on motor skill abilities and psychological skills, that provide real-world application of the material * Updated examples for use and practice with Excel and SPSS calculations and techniques that illustrate data analyses * Expanded emphasis on evidence-based decision making to guide students in making appropriate decisions * 52 video interviews of top researchers who offer greater insight into the field as students work through the text The text is divided into four easy-to-follow parts. Part I introduces the concepts of measurement and evaluation and their importance to decision making in human performance with specific attention to applications of measurement, testing, and evaluation. Part II explores statistics as core tools and resources for these evaluations and decisions and explains the various forms of statistical procedures often used in measurement. Part III takes the skills gained from parts I and II and extends them into applied issues in human performance, such as evaluating a person's aerobic capacity or muscular strength. The importance of reliability and validity in data is also covered in detail. Part IV provides information on practical applications that apply all of the information from the previous sections. Learning aids for this text, including a robust and newly updated web study guide with activities and questions for active learning and engagement, enhance student comprehension and retention. Chapter objectives highlight main points that students should focus on throughout the chapters, and key terms are highlighted and defined in the glossary. Mastery Items include problems and activities that test student knowledge, while Measurement and Evaluation Challenge sidebars provide scenarios that can be tackled with the information gathered throughout the chapter. Additional data sets for each chapter are also provided in the web study guide for practice and mastery of techniques in Excel and SPSS. To aid instructors, Measurement and Evaluation in Human Performance, Fifth Edition, includes a suite of ancillary materials: instructor guide, presentation package plus image bank, test package, chapter quizzes, and instructor videos. Measurement and Evaluation in Human Performance, Fifth Edition, continues to providee students with the tools and confidence they will need to gather reliable data, analyze it, and apply it in their work with clients. With its emphasis on understanding and applying sound measurement techniques, this fifth edition prepares students and professionals to identify problems and make solid decisions in the realm of human performance.