Learn about the components of a BI architecture, how to choose the appropriate tools and technologies, and how to roll out a BI strategy throughout the organisation.

    They are typically used to categorize something based on other data that you have. The purpose of this book is to help you understand how Random Forests work, as well as the different options that you have when using them to analyze a problem. Additionally, since Decision Trees are a fundamental part of Random Forests, this book explains how they work. This book is focused on understanding Random Forests at the conceptual level. Knowing how they work, why they work the way that they do, and what options are available to improve results. This book covers how Random Forests work in an intuitive way, and also explains the equations behind many of the functions, but it only has a small amount of actual code (in python). This book is focused on giving examples and providing analogies for the most fundamental aspects of how random forests and decision trees work. The reason is that those are easy to understand and they stick with you. There are also some really interesting aspects of random forests, such as information gain, feature importances, or out of bag error, that simply cannot be well covered without diving into the equations of how they work. For those the focus is providing the information in a straight forward and easy to understand way.

    Written by highly experienced authors and Cambridge examiners, this book offers full support to students. Simple and clear language, colourful photos and international examples make this book accessible to students from around the world. Exam-style questions at the end of each chapter reinforce knowledge and skills and offer thorough exam practice. This book comes fully endorsed by Cambridge. The coursebook comes with a free CD-ROM which offers guidance on practicals, useful tips to help in revision and interactive material to engage students

    The results of Artificial Intelligence have been invaluable to biologists, psychologists, and linguists in helping to understand the processes of memory, learning, and language from a fresh angle. As a concept, Artificial Intelligence has fuelled and sharpened the philosophical debates concerning the nature of the mind, intelligence, and the uniqueness of human beings. Margaret A. Boden reviews the philosophical and technological challenges raised by Artificial Intelligence, considering whether programs could ever be really intelligent, creative or even conscious, and shows how the pursuit of Artificial Intelligence has helped us to appreciate how human and animal minds are possible.

    You'll learn how to install, configure, operate, manage, and secure the latest release.Covers all the new features and capabilities of the much-anticipated new release of VMware vSphere Discusses the planning, installation, operation, and management for the latest release Reviews migration to the latest vSphere software Offers hands-on instruction and clear explanations with real-world examples Mastering VMware vSphere is the strategic guide you need to maximize the opportunities of virtualization.

    The book acts as a ready reckoner for students to brush up their basics and memorize important facts, figures, and concepts. About the Author: A P Bhardwaj A.P. Bhardwaj is an author-trainer-tutor for CLAT, SET, LSAT, and other law entrance examinations. He has authored more than 10 books for various competitive examinations. He is a regular contributor in the leading newspapers and monthly journals for all competitive examinations. He runs his own training institute named Innovation in Chandigarh.

    This is the only book in the world which is available with the 'Essay Checklist' and 'Latest Topics' for self- or classroom study.

    There are updates throughout the book as well. These take into account important advances in cognitive psychology and the science of design while confirming and extending the book's basic thesis: that a physical symbol system has the necessary and sufficient means for intelligent action. The chapter "Economic Reality" has also been revised to reflect a change in emphasis in Simon's thinking about the respective roles of organizations and markets in economic systems."People sometimes ask me what they should read to find out about artificial intelligence. Herbert Simon's book The Sciences of the Artificial is always on the list I give them. Every page issues a challenge to conventional thinking, and the layman who digests it well will certainly understand what the field of artificial intelligence hopes to accomplish. I recommend it in the same spirit that I recommend Freud to people who ask about psychoanalysis, or Piaget to those who ask about child psychology: If you want to learn about a subject, start by reading its founding fathers." -- George A. Miller

    From inception till the book comes out from print, the whole team comprising of authors, editors, proofreaders and various other involved in shaping the book put in their best efforts, knowledge and experience to produce the rigorous content the students receive. Keeping in mind the specific requirements of the students and various examinations, the carefully designed exam oriented and exam ready content comes out only after intensive research and analysis. The experts have adopted whole new style of presenting the content which is easily understandable, leaving behind the old traditional methods which once used to be the most effective. They have been developing the latest content and updates as per the needs and requirements of the students making our books a hallmark for quality and reliability for the past 15 years.

    It provides up to date information on structural properties, the processing of materials and their applications.

    Based on her work at the Santa Fe Institute and drawing on its interdisciplinary strategies, Mitchell brings clarity to the workings of complexity across a broad range of biological, technological, and social phenomena, seeking out the general principles or laws that apply to all of them. Richly illustrated, Complexity: A Guided Tour--winner of the 2010 Phi Beta Kappa Book Award in Science--offers a wide-ranging overview of the ideas underlying complex systems science, the current research at the forefront of this field, and the prospects for its contribution to solving some of the most important scientific questions of our time.

    Gödel received public recognition of his work in 1951 when he was awarded the first Albert Einstein Award for achievement in the natural sciences--perhaps the highest award of its kind in the United States. The award committee described his work in mathematical logic as "one of the greatest contributions to the sciences in recent times."However, few mathematicians of the time were equipped to understand the young scholar's complex proof. Ernest Nagel and James Newman provide a readable and accessible explanation to both scholars and non-specialists of the main ideas and broad implications of Gödel's discovery. It offers every educated person with a taste for logic and philosophy the chance to understand a previously difficult and inaccessible subject.New York University Press is proud to publish this special edition of one of its bestselling books. With a new introduction by Douglas R. Hofstadter, this book will appeal students, scholars, and professionals in the fields of mathematics, computer science, logic and philosophy, and science.

    

    Providing a sound pedagogy - from basic concepts to applications - it prepares users to apply concepts learned to a variety of situations they may encounter in their future jobs. "Covers the hardware aspects of the microcomputer as a system - using a spiral approach in exploring and re-exploring topics from various perspectives; introduces programming step-by-step, beginning with 8085 instructions; examines programming techniques, program development, and software development systems; and integrates hardware and software concepts in interfacing and designing microprocessor-based products. Examines 68HC11 microcontrollers, 486 and Pentium 32-bit processors, and RISC processors, and considers the interfacing of I/Os - supporting discussions with many industrial and practical examples. Now replaces DMA controller 8257 with the 8237; shows how to interface a LCD module; replaces the Intel SDK-85 system with EMAC Primer (a stand-alone single-board microcomputer system with a Hex keyboard and LED displays which can be used with a PC); and provides complete data sheets for 8259, 8237, and a LCD panel. Both hardware and software troubleshooting problems are included.