With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available. You'll explore a three-stage approach to deriving value from connected data: connect, analyze, and learn. Victor Lee, Phuc Kien Nguyen, and Alexander Thomas present real use cases covering several contemporary business needs. By diving into hands-on exercises using TigerGraph Cloud, you'll quickly become proficient at designing and managing advanced analytics and machine learning solutions for your organization. Use graph thinking to connect, analyze, and learn from data for advanced analytics and machine learning Learn how graph analytics and machine learning can deliver key business insights and outcomes Use five core categories of graph algorithms to drive advanced analytics and machine learning Deliver a real-time 360-degree view of core business entities, including customer, product, service, supplier, and citizen Discover insights from connected data through machine learning and advanced analytics
The fourth edition of this acclaimed text is a rich resource for undergraduate and graduate courses in industrial organization, applied game theory, and management strategy. It incorporates game theory into industry analysis by studying the behavior of successful and failing firms as well as the structure-conduct-performance of particular industries. Chapters address a wide variety of issues concerning industry structure, policy towards business, and the strategic innovations and blunders of individual firms. New coverage of professional sports, soft drinks, distilled spirits, and cigarettes complements revised and updated chapters on airline services, retail and commercial banking, health insurance, motion pictures, and brewing. The book includes firm case studies of General Motors, Microsoft, Schlitz, and TiVo.
Find inspiration for change and personal growth in each story as people in this dynamic community share their experiences of transformation, of lives reclaimed, of relationships renewed and futures full of promise.
Rapid thermal processing has contributed to the development of single wafer cluster processing tools and other innovations in integrated circuit manufacturing environments. Borisenko and Hesketh review theoretical and experimental progress in the field, discussing a wide range of materials, processes, and conditions. They thoroughly cover the work of international investigators in the field.
In 1965, soil and climatic studies indicated that the Santa Ynez and Santa Maria valleys of Santa Barbara County, California, offered suitable conditions for growing high-quality wine grapes. Thus was launched a revival of the area’s two-centuries-old wine industry that by 1995 made Santa Barbara County an internationally prominent wine region. Salud! traces the evolution of Santa Barbara viticulture in the larger context of California’s history and economy, offering insight into one of the state’s most important industries. California has produced wine since Spanish missionaries first planted grapes to make sacramental wines, but it was not until the late twentieth century that changing consumer tastes and a flourishing national economy created the conditions that led to the state’s wine boom. Historian Victor W. Geraci uses the Santa Barbara wine industry as a case study to analyze the history and evolution of American viticulture from its obscure colonial beginnings to its current international acclaim. As elsewhere in the state, Santa Barbara County vintners faced the multiple challenges of selecting grape varieties appropriate to their unique conditions, protecting their crops from disease and insects, developing local wineries, and of marketing their products in a highly competitive national and international market. Geraci gives careful attention to all the details of this production: agriculture, science, and technology; capitalization and investment; land-use issues; politics; the specter posed by the behemoth Napa and multinational wine corporations; and the social and personal consequences of creating and supporting an industry vulnerable to so many natural and economic crises. His extensive research includes interviews with many industry professionals. California is today one of the world’s major wine producers, and Santa Barbara County contributes significantly to the volume and renowned quality of this wine production. Salud! offers a highly engaging overview of an industry in which the ancient romance of wine too often obscures a complex and diverse modern vintibusiness that for better, and sometimes for worse, has shaped the regions it dominates.
The Ups and Downs in Drug Design: Adventures in Medicinal Chemistry highlights the necessity for an integrative approach in medicinal chemistry and chemical biology. As medicinal chemistry is not a monolithic science, it is important to emphasize the other various disciplines that are required for successful drug design. This book presents the author’s own personal experience in this field and describes the "ups" and "downs" that come with drug discovery. It is an excellent companion text for graduate and postgraduate students who would like further insight into the parameters of drug design, including the challenges that come with the project. Key Features Illustrates "real-life" examples in medicinal chemistry Integrates the use of physical, chemical, and biological concepts that are important in drug design Highlights the "ups" and "downs" that come with drug discovery Aims to inspire students who may be struggling with the challenges and thought process in drug design Intends to be an excellent companion text for graduate and postgraduate students
Most people recall a teacher or two who had a significant impact on their future. In fact, outside the family unit, teachers have more influence on our lives than anyone else. Good teachers help students believe in themselves with a glimpse of what they might become. They go the extra mile to make learning fun and meaningful, and they inspire students to dream and broaden their horizons. Teachers have the power to change lives.
The scope of opportunities in chemical and biomolecular engineering has grown tremendously in recent years. Careers in Chemical and Biomolecular Engineering conveys the breadth and depth of today’s chemical and biomolecular engineering practice, and describes the intellectually enriching, socially conscious and financially lucrative opportunities available for such graduates in an ever-widening array of industries and applications. This book aims to help students interested in studying chemical engineering and biomolecular engineering to understand the many potential career pathways that are available in these dynamic fields — and is an indispensable resource for the parents, teachers, advisors and guidance counselors who support them, In addition to 10 chapters that discuss the roles such graduates play in many diverse industries, this book also features 25 Profile articles that share in-depth, first-person insight from industry-leading chemical and biomolecular engineers. These technical professionals discuss their work and educational experiences (in terms of both triumphs and challenges), and share wisdom and recommendations for students pursuing these two dynamic engineering disciplines.
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