Download or read book The Data Science Design Manual written by Steven S. Skiena and published by Springer. This book was released on 2017-07-01 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)

Download or read book The Theory of the Leisure Class Annotated written by Thorstein Veblen and published by Independently Published. This book was released on 2020-03-14 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Differentiated book- It has a historical context with research of the time-The Theory of the Leisure Class: An Economic Study of Institutions (1899), by Thorstein Veblen, is a treatise on economics and a detailed social critique of conspicuous consumption, based on social class and consumerism, derived from social stratification. of people and the division of labor, which are social institutions of the feudal period (9 to 15 c.) that have continued until the modern era. Veblen claims that the contemporary lords of the mansion, the entrepreneurs who own the means of production, have been employed in the economically unproductive practices of conspicuous consumption and conspicuous leisure, which are useless activities that contribute neither to the economy nor to production material of the useful goods and services required for the functioning of society, while it is the middle class and the working class that usefully work in the industrialized and productive occupations that support the whole of society.Conducted in the late 1800s, Veblen's socioeconomic analyzes of business cycles and the consequent pricing policy of the U.S. economy and the emerging division of labor, by technocratic specialty (scientist, engineer, technologist, etc.), proved to be predictions. precise and sociological of the economic structure of an industrial society.

Download or read book The Power of Nonviolence written by Richard Bartlett Gregg and published by Cambridge University Press. This book was released on 2018-11-08 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The Power of Nonviolence, written by Richard Bartlett Gregg in 1934 and revised in 1944 and 1959, is the most important and influential theory of principled or integral nonviolence published in the twentieth century. Drawing on Gandhi's ideas and practice, Gregg explains in detail how the organized power of nonviolence (power-with) exercised against violent opponents can bring about small and large transformative social change and provide an effective substitute for war. This edition includes a major introduction by political theorist, James Tully, situating the text in its contexts from 1934 to 1959, and showing its great relevance today. The text is the definitive 1959 edition with a foreword by Martin Luther King, Jr. It includes forewords from earlier editions, the chapter on class struggle and nonviolent resistance from 1934, a crucial excerpt from a 1929 preliminary study, a biography and bibliography of Gregg, and a bibliography of recent work on nonviolence.

Download or read book Fen tres Dans la Conception Et la Maintenance Du B timent G teborg Su de Du 13 Au 15 Juin 1984 written by and published by . This book was released on 1984 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Sustainability or Collapse written by Robert Costanza and published by MIT Press. This book was released on 2011-01-21 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scholars from a range of disciplines develop an integrated human and environmental history over millennial, centennial, and decadal time scales and make projections for the future. Human history, as written traditionally, leaves out the important ecological and climate context of historical events. But the capability to integrate the history of human beings with the natural history of the Earth now exists, and we are finding that human-environmental systems are intimately linked in ways we are only beginning to appreciate. In Sustainability or Collapse?, researchers from a range of scholarly disciplines develop an integrated human and environmental history over millennial, centennial, and decadal time scales and make projections for the future. The contributors focus on the human-environment interactions that have shaped historical forces since ancient times and discuss such key methodological issues as data quality. Topics highlighted include the political ecology of the Mayans; the effect of climate on the Roman Empire; the "revolutionary weather" of El Niño from 1788 to 1795; twentieth-century social, economic, and political forces in environmental change; scenarios for the future; and the accuracy of such past forecasts as The Limits to Growth.

Download or read book Artificial Intelligence in Asset Management written by Söhnke M. Bartram and published by CFA Institute Research Foundation. This book was released on 2020-08-28 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) has grown in presence in asset management and has revolutionized the sector in many ways. It has improved portfolio management, trading, and risk management practices by increasing efficiency, accuracy, and compliance. In particular, AI techniques help construct portfolios based on more accurate risk and return forecasts and more complex constraints. Trading algorithms use AI to devise novel trading signals and execute trades with lower transaction costs. AI also improves risk modeling and forecasting by generating insights from new data sources. Finally, robo-advisors owe a large part of their success to AI techniques. Yet the use of AI can also create new risks and challenges, such as those resulting from model opacity, complexity, and reliance on data integrity.

Download or read book The Chinese Navy written by Institute for National Strategic Studies and published by Government Printing Office. This book was released on 2011-12-27 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tells the story of the growing Chinese Navy - The People's Liberation Army Navy (PLAN) - and its expanding capabilities, evolving roles and military implications for the USA. Divided into four thematic sections, this special collection of essays surveys and analyzes the most important aspects of China's navel modernization.

Download or read book The Four Loves written by C. S. Lewis and published by DigiCat. This book was released on 2023-11-20 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Four Loves is a 1960 book by C. S. Lewis which explores the nature of love from a Christian and philosophical perspective through thought experiments. The book was based on a set of radio talks from 1958 which had been criticized in the U.S. at the time for their frankness about sex. C.S. Lewis examines storge or empathy love; philia, friendship love; eros, romantic love; and agape, or God love. Excerpt: "GOD is love," says St. John. When I first tried to write this book I thought that his maxim would provide me with a very plain highroad through the whole subject. I thought I should be able to say that human loves deserved to be called loves at all just in so far as they resembled that Love which is God."

Download or read book Lumber Manufacturer and Dealer written by and published by . This book was released on 1915 with total page 638 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Municipal and County Engineering written by and published by . This book was released on 1923 with total page 850 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vols. 76 include Reference and data section for 1929 (1929- called Water works and sewerage data section)

Download or read book Brothers We are Not Professionals written by John Piper and published by B&H Publishing Group. This book was released on 2013 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: John Piper pleads with fellow pastors to abandon the professionalization of the pastorate and pursue the prophetic call of the Bible for radical ministry.

Download or read book Ice and Refrigeration written by and published by . This book was released on 1927 with total page 1120 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Speech Language Processing written by Dan Jurafsky and published by Pearson Education India. This book was released on 2000-09 with total page 912 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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Download or read book Who s who in Commerce and Industry written by and published by . This book was released on 1965 with total page 1580 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Engineering and Contracting written by and published by . This book was released on 1920 with total page 1302 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Regenerative Development and Design written by Regenesis Group and published by John Wiley & Sons. This book was released on 2016-09-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: The evolution of sustainability, with a practical framework for integration Regenerative Development and Design takes sustainability to the next level, and provides a framework for incorporating regenerative design principles into your current process. The Regenesis Group is a coalition of experienced design, land-use, planning, business, and development professionals who represent the forefront of the movement; in this book, they explain what regenerative development is, how and why it works, and how you can incorporate the fundamental principles into your practice. A clear, focused framework shows you how to merge regenerative concepts with your existing work, backed by numerous examples that guide practical application while illustrating regenerative design and development in action. As the most comprehensive and systemic approach to regenerative development, this book is a must-have resource for architects, planners, and designers seeking the next step in sustainability. Regenerative design and development positions humans as co-creative and mutually-evolving participants in an ecosystem—not just a built environment. This book describes how to bring that focus to your design from the earliest stages. Understand the fundamentals of regenerative design and development Learn how regenerative development contributes to sustainability Integrate regenerative development concepts into practice Examine sample designs that embody the regenerative concept To create a design with true sustainability, considerations must extend far beyond siting, materials, and efficiency. Designers must look at the place, it's inhabitants, and the purpose—the whole living ecosystem—and proceed with their work from that more humbling perspective. The finished product should itself be an ecosystem and sustainable economy, which is the root of the regenerative development approach. Sustainability has evolved, and the designer's responsibility has increased in kind. Regenerative Development and Design provides an authoritative resource for those ready to take the next step forward.