Written By Two Of Today'S Most Respected Computer Science Educators, Nell Dale And John Lewis, The Text Provides A Broad Overview Of The Many Aspects Of The Discipline From A Generic View Point. Separate Program Language Chapters Are Available As Bundle Items For Those Instructors Who Would Like To Explore A Particular Programming Language With Their Students. The Many Layers Of Computing Are Thoroughly Explained Beginning With The Information Layer, Working Through The Hardware, Programming, Operating Systems, Application, And Communication Layers, And Ending With A Discussion On The Limitations Of Computing. Perfect For Introductory Computing And Computer Science Courses, Computer Science Illuminated, Third Edition's Thorough Presentation Of Computing Systems Provides Computer Science Majors With A Solid Foundation For Further Study, And Offers Non-Majors A Comprehensive And Complete Introduction To Computing.

    The authors have extensive experience both managing data analysts and conducting their own data analyses, and have carefully observed what produces coherent results and what fails to produce useful insights into data. This book is a distillation of their experience in a format that is applicable to both practitioners and managers in data science.

    Data Science For Dummies is the perfect starting point for IT professionals and students interested in making sense of their organization’s massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you’ll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization. Provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysis Details different data visualization techniques that can be used to showcase and summarize your data Explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques Includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark It’s a big, big data world out there – let Data Science For Dummies help you harness its power and gain a competitive edge for your organization.

    What's new in the Second Edition? 1. Fully compliant with the latest version of SPSS version 12 2. More coverage of advanced statistics including completely new coverage of non-parametric statistics. The book is 50 per cent longer than the First Edition. 3. Each section of each chapter now has a notation - 1,2 or 3 - referring to the intended level of study. This helps students navigate their way through the book and makes it user-friendly for students of ALL levels. 4. Has a 'how to use this book' section at the start of the text. 5. Characters in each chapter have defined roles - summarizing key points, to pose questions etc 6. Each chapter now has several examples for students to work through. Answers provided on the enclosed CD-ROM

    This book includes discussions which aid in student understanding of theoretical material through the use of specific cases. It is suitable for undergraduate Mechanics course.

    Without delving into either mythological or God-centric discourse, the book attempts to understand and explain various insights from the Gita through, in the author's words, derived theory and application. The Gita Way attempts to shed light on matters of self-realisation, and identifying and following the path to achieve the purpose of life. Within the framework of Vedic philosophy represented by Gita, this book explores:How to discover the swa-bhava, the inherent natural strength of our real-self?Is my profession aligned with my swa-bhava? What is my purpose of life?What is the real meaning of moksha, the liberation? How the realization of individual purpose leads us to attain supreme purpose we are born to achieve? Using the principles of Gita, this book presents innovative findings on theory of prarabdha, the luck or destiny, role of knowledge and karma, continuous improvement, yoga of universal harmony and yoga of devotion. To highlight few, in chapter combined discipline of knowledge and karma, authors introduce most important part of their research—Centring. Centring summarizes power of combined application of yoga of knowledge and karma along with simplified theory of spirit and supreme spirit. Chapter Vision of Universal Form and Yoga of Liberation simplifies the meaning of moksha, the state of liberation by linking it to the attainment of supreme purpose of life. Chapters on Yoga of Devotion and Continuous improvement focus on recipe of staying on the unique path of achieving individual goal. Unlike other books on Bhagavad Gita, the Gita Way is not a chapter wise discourse. Instead it presents deduced concepts in first place supported with relevant reference from the whole Gita. For example, in the first chapter of the Gita Way, you may get a reference of last chapter of Gita relevant to the topic of discussion.Contents:1. INTRODUCTION TO ‘THE GITA WAY’ 11Development of ‘The Gita Way’ 17 2. DEVELOPING A SENSE OF PURPOSE IN LIFE 25Goal 28Finding Unique Strength and Developing It 32Joy of the Self-Hobby vs Profession 35How to Set a Goal? 39Doubt in any form is the Biggest Enemyto Self-realisation 45The Story of Barbarika: Why was Barbarika Sacrificed? 47 3. YOGA OF KNOWLEDGE 51Knowledge of Self 54Elements of Self 56Consciousness of Self-Identity 57Intellect 60Primordial Matter 62Source of Perception and Action, One Mind and Five Senses 63Physical Body and Fitness 63False Goals such as Desire, Aversion and Pleasure 64Required Qualities in Self 64How Does One Achieve ‘Absolute Knowledge’? 67Lack of Knowledge is Ignorance which creates Fear 71 4. KARMA YOGA 74Prescribed Act and Prohibited Act 76Yoga and the Attributes of a Yogi 79How does One Achieve Equipoise? 80Desire-Entrap 84Hierarchy of Control 86Theory of Prarabdha or Destiny 88Butterfly Effect 90Hurdles in the Path of Karma-Yoga 93Vikarma 95Law of Growth 96Ultimate Dispassion: Nishkam Karma 97How to stay on the Path of Karma-Yoga? 99 5. COMBINED DISCIPLINE OF KNOWLEDGE AND KARMA 101Self-Realisation 102Wisdom 104Sacrifice 108Centring and Power of Real-Self 112Power of Real-self 113Centring 116Yoga of Self-Control 119 6. YOGA OF DEVOTION 121 The Cycle of Liberation 123How does devotion come to us? 127Devotion to Tame the Mind 129Relevance of Devotion to the Theory of Prarabdha 130Symptoms of Lack of Devotion 134 7. VISION OF THE UNIVERSAL FORM 136Universal Form of Goal 140Concept of Self 147Redirecting the Purpose of Desire 150 8. CONTINUOUS IMPROVEMENT ON THREE MODES OF NATURE 152Inner Purification by Knowing Sattva, Rajas and Tamas 159Sattva 159Rajas 161Tamas 164The Gita Way of Continuous Improvement 165Elimination of Waste 166 9. YOGA OF LIBERATION 170How is Sattva linked with the Supreme Goal? 173How does one attain sattva? 174Non-violence in thoughts and Action. 175Absence of Pride 175Internal and External Purity 176Steadfastness of Mind 176Control of Body, Mind and Senses 176Sincerity 177Forbearance 177Uprightness of Speech and Mind 177Devout Service to the Preceptor 177 Austerity of Mind 178Sattvika Intellect 178Sattvika Sacrifice 179Leadership by Creating Order Around 180 Yoga of Liberation 182

    It is designed as a reference for students in the physical sciences and engineering.

    As the recent collapse on Wall Street shows, we are often ill-equipped to deal with uncertainty and risk. Yet every day we base our personal and business plans on uncertainties, whether they be next month's sales, next year's costs, or tomorrow's stock price. In The Flaw of Averages, Sam Savage-known for his creative exposition of difficult subjects- describes common avoidable mistakes in assessing risk in the face of uncertainty. Along the way, he shows why plans based on average assumptions are wrong, on average, in areas as diverse as healthcare, accounting, the War on Terror, and climate change. In his chapter on Sex and the Central Limit Theorem, he bravely grasps the literary third rail of gender differences.Instead of statistical jargon, Savage presents complex concepts in plain English. In addition, a tightly integrated web site contains numerous animations and simulations to further connect the seat of the reader's intellect to the seat of their pants.The Flaw of Averages typically results when someone plugs a single number into a spreadsheet to represent an uncertain future quantity. Savage finishes the book with a discussion of the emerging field of Probability Management, which cures this problem though a new technology that can pack thousands of numbers into a single spreadsheet cell.Praise for The Flaw of Averages"Statistical uncertainties are pervasive in decisions we make every day in business, government, and our personal lives. Sam Savage's lively and engaging book gives any interested reader the insight and the tools to deal effectively with those uncertainties. I highly recommend The Flaw of Averages." --William J. Perry, Former U.S. Secretary of Defense"Enterprise analysis under uncertainty has long been an academic ideal. . . . In this profound and entertaining book, Professor Savage shows how to make all this practical, practicable, and comprehensible." ---Harry Markowitz, Nobel Laureate in Economics

    By presenting actual experiences and analyzing them as they are described, the author conveys the developmental thought processes employed and shows a style of thinking that leads to successful results is something that can be learned. Along with spectacular successes, the author also conveys how failures contributed to shaping the thought processes. Provides the reader with a style of thinking that will enhance a person's ability to function as a problem-solver of complex technical issues. Consists of a collection of stories about the author's participation in significant discoveries, relating how those discoveries came about and, most importantly, provides analysis about the thought processes and reasoning that took place as the author and his associates progressed through engineering problems.

    The ideas will astonish you; and you'll feel empowered as they comfort, encourage, and enlighten you on your journey to financial deliverance. Hidden Treasures is about finding riches after having obtained a hope in Christ, for the intent to do good. But even more, it's about discovering treasures of wisdom and knowledge which have been promised to those who diligently seek. Many have wondered, "If the 'Righteous Shall Prosper, ' Why am I so Broke?" Or, "Should I just give in to 'setting my heart upon riches, ' or simply resign myself to the smothering prison of debt and the stain of poor credit?" This book addresses these questions and many more to help you attain your personal and financial goals.

    And how to move all of this data becomes nearly as important as the data itself. If you� re an application architect, developer, or production engineer new to Apache Kafka, this practical guide shows you how to use this open source streaming platform to handle real-time data feeds.Engineers from Confluent and LinkedIn who are responsible for developing Kafka explain how to deploy production Kafka clusters, write reliable event-driven microservices, and build scalable stream-processing applications with this platform. Through detailed examples, you� ll learn Kafka� s design principles, reliability guarantees, key APIs, and architecture details, including the replication protocol, the controller, and the storage layer.Understand publish-subscribe messaging and how it fits in the big data ecosystem.Explore Kafka producers and consumers for writing and reading messagesUnderstand Kafka patterns and use-case requirements to ensure reliable data deliveryGet best practices for building data pipelines and applications with KafkaManage Kafka in production, and learn to perform monitoring, tuning, and maintenance tasksLearn the most critical metrics among Kafka� s operational measurementsExplore how Kafka� s stream delivery capabilities make it a perfect source for stream processing systems

    This hilarious and informative book is designed for anyone who is sci-curious and wants to know more about the world around them, especially the elements of everyday science that other books ignore.

    "More concretely," the authors explain, "it is the controlled manipulation of mathematical formulas, using a collection of techniques for solving problems."

    The history of the Camino is recounted, as well as several of the myths, legends, and miracle stories that have become attached--and given special meaning--to this itinerary. Emphasizing that personal myths are an essential part of this lore, this chronicle also includes stories from the confraternity of the pilgrims, people from all corners of the world who visit this walk for a great diversity of reasons, but all of whom leave having experienced the same miracle--that this pilgrimage will play a defining role in their lives.

    Jon Bailey and Mary Burch present five basic skills and strategy areas that professional behavior analysts need to acquire. This book is organized around those five areas, with a total of 25 specific skills presented within those topics. Every behavior analyst, whether seasoned or beginning, should have this book.