This easy-to-use pocket guide, compiled from the sixth edition of the Publication Manual of the American Psychological Association, provides complete guidance on the rules of style that are critical for clear communication.Readers will learn how to avoid the grammatical errors most commonly reported by journal editors; how to choose the appropriate format for statistics, figures, and tables; how to credit sources and avoid charges of plagiarism; and how to construct a reference list through a wide variety of examples and sources.In addition to guidance on grammar points that have challenged writers in the social sciences, Concise Rules provides suggestions for reducing bias in language; reviews the mechanics of style for punctuation, spelling, capitalization, abbreviation, italicization, headings, and quotations; examines the preferred use of numbers as well as standards for metrication and statistics; provides guidance on the construction and formatting of tables, figures, and appendixes; and offers clear examples and models for citing sources and constructing error-free reference lists.Available in a light-weight, spiral-bound format, Concise Rules will travel easily from home to school to office. It will be an invaluable reference tool for all social science scholars who are serious about communicating clearly and effectively.Key to this edition is an updated and expanded APA Style website, with many additional resources to help readers learn APA style, including free tutorials, on-line courses, frequently asked questions, sample papers, and the APA Style blog.The sixth edition of Concise Rules has been revised and updated to includesimplified APA heading style to make it more conducive to electronic publication;updated guidelines for reducing bias in language to reflect current practices and preferences, including a new section on presenting historical language that is inappropriate by present standards;new guidelines for reporting inferential statistics and a significantly revised table of statistical abbreviations;a new discussion on the use of online supplemental materials, including lengthy data sets and other media, to enrich the published article;significantly expanded content on the electronic presentation of data to help readers understand the purpose of each kind of display and choose the best match for communicating the results of the investigation, with new examples for a variety of data displays, including electrophysiological and biological data;an expanded discussion of electronic sources, emphasizing the role of the digital object identifier (DOI) as a reliable way to locate information; anda wealth of new reference examples, with a focus on new electronic formats.New and experienced readers alike will find the sixth edition a complete resource for writing with clarity and precision.

    The Text Was Designed To Familiarize Students With The Foundations And Principles Of Computer Science And To Strengthen The Students' Ability To Carry Out Formal And Rigorous Mathematical Arguments. In The New Fourth Edition, Author Peter Linz Has Offered A Straightforward, Uncomplicated Treatment Of Formal Languages And Automata And Avoids Excessive Mathematical Detail So That Students May Focus On And Understand The Underlying Principles. In An Effort To Further The Accessibility And Comprehension Of The Text, The Author Has Added New Illustrative Examples Throughout.

    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.

    Rather than a "how to" for hands-on techies, the book entices lay-readers and experts alike by covering new case studies and the latest state-of-the-art techniques.You have been predicted — by companies, governments, law enforcement, hospitals, and universities. Their computers say, "I knew you were going to do that!" These institutions are seizing upon the power to predict whether you're going to click, buy, lie, or die.Why? For good reason: predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime fighting, and boosts sales.How? Prediction is powered by the world's most potent, booming unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn.Predictive analytics unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future — lifting a bit of the fog off our hazy view of tomorrow — means pay dirt.In this rich, entertaining primer, former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: -What type of mortgage risk Chase Bank predicted before the recession. -Predicting which people will drop out of school, cancel a subscription, or get divorced before they are even aware of it themselves. -Why early retirement decreases life expectancy and vegetarians miss fewer flights. -Five reasons why organizations predict death, including one health insurance company. -How U.S. Bank, European wireless carrier Telenor, and Obama's 2012 campaign calculated the way to most strongly influence each individual. -How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! -How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. -How judges and parole boards rely on crime-predicting computers to decide who stays in prison and who goes free. -What's predicted by the BBC, Citibank, ConEd, Facebook, Ford, Google, IBM, the IRS, Match.com, MTV, Netflix, Pandora, PayPal, Pfizer, and Wikipedia. A truly omnipresent science, predictive analytics affects everyone, every day. Although largely unseen, it drives millions of decisions, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate.Predictive analytics transcends human perception. This book's final chapter answers the riddle: What often happens to you that cannot be witnessed, and that you can't even be sure has happened afterward — but that can be predicted in advance?Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.

     Step into the hidden world of death care and explore the challenge of removing the deceased from the often-difficult, regularly awkward, and sometimes downright bizarre circumstances in which they die, the art and science of embalming, and the intrigue of forensic pathology. Sias is a veteran death investigator, former funeral director/embalmer intern, and paramedic with twenty-eight years of emergency response experience.

    If You Don't Have Kindle You Can Still Read This Book On Your Web Browser using Amazon Free Cloud Reader This book contains proven steps and strategies on how to communicate using the basics of the Spanish language. Divided into 10 chapters (one chapter per day), this book is designed to provide a step by step learning guide on Spanish grammar, vocabulary, and pronunciation. Plus, it features a series of useful common everyday expressions. This book is written in a conversational style that’s easy to follow and understand. After reading this book, you’ll never have to say “No hablo Español” ever again! Here Is A Preview Of What You'll Learn After Downloading Spanish For Beginners The Spanish Alphabet (El Alfabeto Español) Saludos y Expresiones (Greetings & Expressions) Basic Vocabulary Spanish Plurals Gender Capitalization Artículos (Articles) Pronombres (Pronouns) El Verbos (Verbs) Adjetivos españoles (Spanish Adjectives) Much, much more! Take Action Right Away and START your journey with Spanish! Download your copy today for just $2.99!

    And that’s exactly why we created this book. Short Stories + Foreign Language = Faster Learning We know how difficult it may seem to learn a foreign language from scratch, let alone trying to put all that learning into practice. But what you might not realize is that it's fairly easy to fully incorporate the essentials of a language once you frame that learning into a certain context (for example, a short story). Short stories allow you to put what you’ve learned so far into practice, allowing you to expand your vocabulary quickly, make sense of ideas, understand new concepts, and overall get a better grasp of the French language. Short stories work because they eliminate the stress of forcing yourself to learn. Instead, when you read the 9 captivating short stories we’ve prepared for you, you will learn French without even realizing you’re learning it! Your goal is to simply focus on a single story at a time (they only a take few minutes to read). The stories consist of multiple genres, including adventure, fantasy, mystery, romance, just to name a new. We wanted these stories to be fun, interesting, and appealing, motivating you to keep on reading to find out what happens next. That’s the very best way to learn, don’t you think? BONUS: Vocabulary Lists, Multiple Choice Exercises & Summaries of Each Story In this book you’ll find a total of 9 short stories in French. Each story is divided into three chapters. You start by reading Chapter one, then you go to the Annex, and you’ll find there a quick summary of what you just read, a vocabulary list, and several multiple choice exercises intended to help you forge a deeper understanding of the story as it goes. Once you’re done with this section, you move on to Chapter 2, then Chapter 3, and then you move on to the next story. It’s so easy and fun you won’t believe it. READ: French Short Stories For Beginners - 9 Captivating Short Stories to Learn French & Expand Your Vocabulary While Having Fun "French Short Stories For Beginners" contains a multitude of vocabulary lists including words and phrases you can incorporate to grow your French vocabulary to unprecedented levels. We chose each of those words carefully, aiming to support the beginner and intermediate student alike. We are absolutely sure will love all our stories, and we sincerely hope they help you learn French much, much faster. How Will You French Skills Improve? You will learn new words without even realizing it You will incorporate key phrases of the French language You will understand how context affects the meaning of certain words You will get a break from all those dusty French grammar books you own You will have fun reading entertaining stories on multiple genres You will get a chance to apply what you already know Most importantly,you will get a better overall grasp of the French

    Drawing on his experience as a medical researcher, Vickers blends insightful explanations and humor, with minimal math, to help readers understand and interpret the statistics they read every day. Describing data; Data distributions; Variation of study results: confidence intervals; Hypothesis testing; Regression and decision making; Some common statistical errors, and what they teach us For all readers interested in statistics.

    Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

     Books like "Predictably Irrational" and "Sway" have revolutionized how we view human behavior. Now, Stanford professor Clifford Nass has discovered a set of rules for effective human relationships, drawn from an unlikely source: his study of our interactions with computers. Based on his decades of research, Nass demonstrates that-although we might deny it-we treat computers and other devices like people: we empathize with them, argue with them, form bonds with them. We even lie to them to protect their feelings. This fundamental revelation has led to groundbreaking research on how people should behave with one another. Nass's research shows that: Mixing criticism and praise is a wildly ineffective method of evaluation Flattery works-even when the recipient knows it's fake Introverts and extroverts are each best at selling to one of their ownNass's discoveries provide nothing less than a new blueprint for successful human relationships.

    But before numerical information can be useful it must be analyzed, interpreted, and assimilated. Unfortunately, teaching the techniques for making sense of data has been neglected at all levels of our educational system. As a result, through our culture there is little appreciation of how to effectively use the volumes of data generated by both business and government. This book can remedy that situation. Readers report that this book as changed both the way they look a data and the very form their monthly reports. It has turned arguments about the numbers into a common understanding of what needs to be done about them. These techniques and benefits have been thoroughly proven in a wide variety of settings. Read this book and use the techniques to gain the benefits for your company.

    Our world is unsettled and rapidly changing, and we face existential risks over the next century. Various outcomes--good and bad--are possible. Yet our approach to the future is characterized by short-term thinking, polarizing debates, alarmist rhetoric, and pessimism. In this short, exhilarating book, renowned scientist and bestselling author Martin Rees argues that humanity's prospects depend on our taking a very different approach to planning for tomorrow.The future of humanity is bound to the future of science and hinges on how successfully we harness technological advances to address our challenges. If we are to use science to solve our problems while avoiding its dystopian risks, we must think rationally, globally, collectively, and optimistically about the long term. Advances in biotechnology, cybertechnology, robotics, and artificial intelligence--if pursued and applied wisely--could empower us to boost the developing and developed world and overcome the threats humanity faces on Earth, from climate change to nuclear war. At the same time, further advances in space science will allow humans to explore the solar system and beyond with robots and AI. But there is no "Plan B" for Earth--no viable alternative within reach if we do not care for our home planet.Rich with fascinating insights into cutting-edge science and technology, this accessible book will captivate anyone who wants to understand the critical issues that will define the future of humanity on Earth and beyond.

    The focus of this text is to solve real-world problems using the latest AI techniques. Intelligent systems like expert systems, fuzzy systems, artificial neural networks, genetic algorithms and ant colony systems are discussed in detail with case studies to facilitate in- depth understanding. Since the ultimate goal of AI is the construction of programs to solve problems, an entire chapter has been devoted to the programming languages used in AI problem solving. The theory is well supported by a large number of illustrations and end-chapter exercises. With its comprehensive coverage of the subject in a clear and concise manner this text would be extremely useful not only for undergraduate students, but also to postgraduate students.

    Tens of millions of Americans solve crossword puzzles regularly, but few know a thing about their genesis. Who writes crosswords, how--and for God's sake, why? Matt Gaffney is one of two dozen people who earns a living as a cruciverbalist. In Gridlock he provides an insider's look at the people who put that puzzle in your paper every day. With verve and gusto, Gaffney traces his own starving-artist struggle to find paying puzzle gigs, including marketing hip crosswords to the Gen-X market. He then moves on to topics like the effect of computers on crossword writing, including a man versus machine battle he stages to see who writes better crosswords; the ever-evolving crossword puzzle book market, where a top-selling series now has books shaped like a toilet seat; and a trip to the American Crossword Puzzle Tournament, where the "Cru" (collective slang noun meaning "the crossword puzzle writing community") hangs out in person once a year. Gridlock also features an interview with crossword rock star Will Shortz.

    edition (May 2019)In this book you will find 100 daily life easy short stories in German language on different topics. Each section takes 1-2 minutes. Important words and phrases relevant to each topic were selected carefully.Thanks to this book, you will learn new words and phrases in each story, and you will also be able to use those in your daily encounters. You will be improving your listening and pronunciation skills through included audio files.This book is the ideal choice for:- People with A1 level German knowledge,- People willing to improve their beginner level German (A2),- Ones who would like to easily learn daily phrases and words instead of just memorizing them,- People who would like to understand German grammar rules through easy short stories. What is new in the 2th edition: - Stories were rearranged and content was improved.- Some stories were replaced with more educational stories.- Stories were re-vocalized. All audio files were revised.- Improvements were made on Questions and Vocabulary sections.- 10 Bonus Stories (A2 - B1)Audio Files in MP3 Format - DownloadYou can find the download link at the end of the book.(The page after the 100th story.)