It is a conversational book that feels easy and informative. This short and lucid book covers everything important, with concrete examples, and invites the reader to join this field. The chapters in the book are organized for a typical one-semester course. The book contains case-lets from real-world stories at the beginning of every chapter. There is a running case study across the chapters as exercises. This book is designed to provide a student with the intuition behind this evolving area, along with a solid toolset of the major data mining techniques and platforms. Students across a variety of academic disciplines, including business, computer science, statistics, engineering, and others are attracted to the idea of discovering new insights and ideas from data. This book can also be gainfully used by executives, managers, analysts, professors, doctors, accountants, and other professionals to learn how to make sense of the data coming their way. This is a lucid flowing book that one can finish in one sitting, or can return to it again and again for insights and techniques. Table of Contents Chapter 1: Wholeness of Business Intelligence and Data Mining Chapter 2: Business Intelligence Concepts & Applications Chapter 3: Data Warehousing Chapter 4: Data Mining Chapter 5: Decision Trees Chapter 6: Regression Models Chapter 7: Artificial Neural Networks Chapter 8: Cluster Analysis Chapter 9: Association Rule Mining Chapter 10: Text Mining Chapter 11: Web Mining Chapter 12: Big Data Chapter 13: Data Modeling Primer Appendix: Data Mining Tutorial using Weka

    In Dataclysm, Christian Rudder uses it to show us who we truly are.   For centuries, we’ve relied on polling or small-scale lab experiments to study human behavior. Today, a new approach is possible. As we live more of our lives online, researchers can finally observe us directly, in vast numbers, and without filters. Data scientists have become the new demographers.   In this daring and original book, Rudder explains how Facebook "likes" can predict, with surprising accuracy, a person’s sexual orientation and even intelligence; how attractive women receive exponentially more interview requests; and why you must have haters to be hot. He charts the rise and fall of America’s most reviled word through Google Search and examines the new dynamics of collaborative rage on Twitter. He shows how people express themselves, both privately and publicly. What is the least Asian thing you can say? Do people bathe more in Vermont or New Jersey? What do black women think about Simon & Garfunkel? (Hint: they don’t think about Simon & Garfunkel.) Rudder also traces human migration over time, showing how groups of people move from certain small towns to the same big cities across the globe. And he grapples with the challenge of maintaining privacy in a world where these explorations are possible.   Visually arresting and full of wit and insight, Dataclysm is a new way of seeing ourselves—a brilliant alchemy, in which math is made human and numbers become the narrative of our time.

    

    Are you thinking about getting into triathlon or attempting your first race? Maybe you’re curious about this whole “Triathlon” thing and want to know if its right for you?If you've ever thought about doing a triathlon, you’re in the right place . Triathlon: the Beginners Guide Will Be Your Trusted Guide Triathlon can be confusing.  Let me help you get started. Don’t be intimidated by skinny 20-somethings squeezed into lycra. Don’t rush into dangerous amounts of joint-pounding training; risking your health. Don’t be fooled into buying tons of expensive and unnecessary equipment. The Beginners Guide will act as your road-map to Triathlon success It covers every aspect of your triathlon, including: which Triathlon distance is right for you how to swim and get over the fear of swimming in open-water, away from the safety and familiarity of your local pool. becoming a fast (and safe) cyclist, without spending thousands of dollars on a professional-grade bike how to run after you’ve just finished an intense bike ride what to look for in a triathlon training plan, and how to tell if you should tear yours up on the spot what you need to eat and drink; before, during and after your race how to put it all together in the intense “transition area” and how to survive race day nerves and the complex logistics of a triathlon race site. I’ll Also Reveal these Nuggets of Triathlon Gold; Earned from Over 25 Years of Triathlon the same “Six Periods of Training” I use with my $1000 per month one-on-one students the simple truth about structuring your Triathlon training . . . no math formula or science PhD required why “standard” advice about open-water swimming will leave you gasping for air while others swim over the top of you the most powerful cure for fear of swimming ever known . . . and why it’s easier to fix than you’ve ever thought possible the single little-known secret of triathlon training to dramatically reduce your risk of injury . . . by up to as much as 90% the only list you’ll ever need for all your Triathlon planning why most Triathlon coaches are 100% wrong in the way they approach race day how to avoid the embarrassing mistakes even veteran triathletes make on race day Start Your Triathlon Journey Today Triathlons the Beginners Guide is everything a new triathl

     World War Two is at its height. A formidable flyer and outstanding marksman, at twenty Charles Hubbard stands out amongst his comrades. Shooting down an enemy aircraft before even being sent to France, he quickly gains a reputation as an Ace before being himself shot down. Returning to England as the Nazi push continues, Hubbard continues to gain renown as he becomes embroiled in the Battle of Britain before being posted to North Africa. Soon he finds himself fighting a very different war to the one he is used to, a war not just against the Germans and Italians but against the desert itself. In an area known simply as The Cauldron, Hubbard’s bravery and moral stamina are pushed to the very limit time and again. Teetering on the verge of breakdown, his men are looking up to him to lead them on towards victory. Hubbard does not know if he has the strength left within himself to rise up once more and overcome his fears… ‘The Cauldron’ is a thrilling World War Two adventure from Richard Townshend Bickers. Praise for Richard Townshend Bickers: ‘A valuable history of the air war that began it all… by an ex-flyer of the Second World War who has a genuine feeling for the feats of his predecessors’ - THE BIRMINGHAM POST ‘His sympathy with the fighting man (and woman) shines out of every page’ - LIVERPOOL DAILY POST Richard Townshend Bickers volunteered for the RAF on the outbreak of the second world war and served, with a Permanent Commission, for eighteen years. He wrote a range of military fiction and non-fiction books, including ‘Torpedo Attack’, ‘My Enemy Came Nigh’, ‘Bombing Run’ and ‘Summer of No Surrender’. Endeavour Press is the UK's leading independent digital publisher. For more information on our titles please sign up to our newsletter at www.endeavourpress.com. Each week you will receive updates on free and discounted ebooks. Follow us on Twitter: @EndeavourPress and on Facebook via http://on.fb.me/1HweQV7. We are always interested in hearing from our readers. Endeavour Press believes that the future is now.

     As someone that has used the Bash shell almost daily for over 15 years, I've accumulated several command line "tricks" that have saved me time and frustration. Bash Command Line Pro Tips is a collection of 10 techniques that you can put to use right away to increase your efficiency at the command line. Here is what you will learn by reading Bash Command Line Pro Tips: Tip 1: Tab Completion Tip 2: Change to the Previous Directory Tip 3: Reuse the Last Item from the Previous Command Line Tip 4: Rerun a Command That Starts with a given String Tip 5: Command Substitution Tip 6: Use a for Loop at the Command Line Tip 7: Rerun the Previous Command with Root Privileges Tip 8: Rerun the Previous Command While Substituting a String Tip 9: Reuse a Word on the Same Command Line Tip 10: Fix Typos and Shorten Lengthy Commands with Aliases Scroll up, click the "Buy Now With 1-Click" button to start leaning these powerful Linux Command Line Tips.

    The Web is awash in Ruby code that is now virtually impossible to change or extend. This text helps you solve that problem by using powerful real-world object-oriented design techniques, which it thoroughly explains using simple and practical Ruby examples. Sandi Metz has distilled a lifetime of conversations and presentations about object-oriented design into a set of Ruby-focused practices for crafting manageable, extensible, and pleasing code. She shows you how to build new applications that can survive success and repair existing applications that have become impossible to change. Each technique is illustrated with extended examples, all downloadable from the companion Web site, poodr.info. The first title to focus squarely on object-oriented Ruby application design, Practical Object-Oriented Design in Ruby will guide you to superior outcomes, whatever your previous Ruby experience. Novice Ruby programmers will find specific rules to live by; intermediate Ruby programmers will find valuable principles they can flexibly interpret and apply; and advanced Ruby programmers will find a common language they can use to lead development and guide their colleagues. This guide will help you Understand how object-oriented programming can help you craft Ruby code that is easier to maintain and upgrade Decide what belongs in a single Ruby class Avoid entangling objects that should be kept separate Define flexible interfaces among objects Reduce programming overhead costs with duck typing Successfully apply inheritance Build objects via composition Design cost-effective tests Solve common problems associated with poorly designed Ruby code

    This bestseller talks to readers at their level, explaining every aspect of how to get started and learn the C language quickly. Readers also find out where to learn more about C. This book includes tear-out reference card of C functions and statements, a hierarchy chart, and other valuable information. It uses special icons, notes, clues, warnings, and rewards to make understanding easier. And the clear and friendly style presumes no programming knowledge.

    Based on B. P. Lathi's widely used book, Linear Systems and Signals, it features additional applications to communications, controls, and filtering as well as new chapters on analog and digital filters and digital signal processing. Lathi emphasizes the physical appreciation of concepts rather than the mere mathematical manipulation of symbols. Avoiding the tendency to treat engineering as a branch of applied mathematics, he uses mathematics to enhance physical and intuitive understanding of concepts, instead of employing it only to prove axiomatic theory. Theoretical results are supported by carefully chosen examples and analogies, allowing students to intuitively discover meaning for themselves.

    Running examples and case studies highlight new concepts and alternative approaches to program design.

    As traffic volume and data demands increase, these applications become more complicated and brittle, exposing risks and compromising availability. This practical guide shows IT, devops, and system reliability managers how to prevent an application from becoming slow, inconsistent, or downright unavailable as it grows.Scaling isn't just about handling more users; it's also about managing risk and ensuring availability. Author Lee Atchison provides basic techniques for building applications that can handle huge quantities of traffic, data, and demand without affecting the quality your customers expect.In five parts, this book explores:Availability: learn techniques for building highly available applications, and for tracking and improving availability going forwardRisk management: identify, mitigate, and manage risks in your application, test your recovery/disaster plans, and build out systems that contain fewer risksServices and microservices: understand the value of services for building complicated applications that need to operate at higher scaleScaling applications: assign services to specific teams, label the criticalness of each service, and devise failure scenarios and recovery plansCloud services: understand the structure of cloud-based services, resource allocation, and service distribution

    I loved the tutorial-style game-like program development. This book rekindled my earliest joys of programming. Plus, JavaScript!" —Brendan Eich, creator of JavaScriptJavaScript is the language of the Web, and it's at the heart of every modern website from the lowliest personal blog to the mighty Google Apps. Though it's simple for beginners to pick up and play with, JavaScript is not a toy—it's a flexible and complex language, capable of much more than the showy tricks most programmers use it for.Eloquent JavaScript goes beyond the cut-and-paste scripts of the recipe books and teaches you to write code that's elegant and effective. You'll start with the basics of programming, and learn to use variables, control structures, functions, and data structures. Then you'll dive into the real JavaScript artistry: higher-order functions, closures, and object-oriented programming.Along the way you'll learn to:Master basic programming techniques and best practices Harness the power of functional and object-oriented programming Use regular expressions to quickly parse and manipulate strings Gracefully deal with errors and browser incompatibilities Handle browser events and alter the DOM structure Most importantly, Eloquent JavaScript will teach you to express yourself in code with precision and beauty. After all, great programming is an art, not a science—so why settle for a killer app when you can create a masterpiece?

    

    Nyland's translation is called, "Complete Books of Enoch: All Three: New Translation with Extensive Commentary." The mysterious figure of Enoch was the great grandfather of Noah, and an extract from the First Book of Enoch appears in the book of Jude in the New Testament. The First Book of Enoch has been a most controversial book for centuries. The Book of Enoch is of importance to those interested in theology, and controversial knowledge as well as angelology and demonology. Book of Enoch: All About the Three Books of Enoch is by #1 bestselling author and translator Dr. A. Nyland, translator of the Complete Books of Enoch: All Three: New Translation with Extensive Commentary. ABOUT THE AUTHOR. Best selling author and translator Dr. A. Nyland is an ancient language scholar who served as Faculty at the University of New England, Australia. Dr. Nyland is also the translator of "The Book of Jubilees," and "The Gospel of Thomas," and the author of "Angels, Archangels and Angel Categories: What the Ancients said," "Satan: Fiction not Fact. Evidence from the Bible," and "Fallen Angels, Watchers, Giants, Nephilim and Evil," among others.

    You will learn:- How to get your website on the first page of Google- How to get your website showing up multiple times on the first page (one of my websites shows up 6 in the first 7 results!!)- The 3 'Dirty Secrets' that expensive SEO (Search Engine Optimisation) Experts don't want you to know- What you can do for the price of 2 ½ cups of coffee that could have your website ranking top in as little as a day (I have done exactly this and I’ll show you how)- The small things you can do to make a BIG difference- How to analyse your online competition and find their weaknesses- How to pull off the famous ‘Google Leapfrog’- What the recent Google changes mean for people using pre-April 2012 strategies – and it’s not good news!- How to make people click on your website even if it shows up below your competitors!- How to avoid the deadly mistakes that can lead to Google removing your site from the listings- How to survive and thrive post-PenguinWhat most people don't understand is that once you know what to do, it's actually extremely straightforward to rank highly in Google. But there's a lot of misinformation and misunderstanding out there.Tim Kitchen is a Search Engine ranking expert and online business owner currently personally in charge of SEO for over 50 businesses as well as his own businesses in some incredibly competitive markets. He also regularly teaches SEO to more than 2,000 small business owners through his books, courses and videos.In this updated version of the book he shares everything he has learnt from the past 7 years of getting websites to the top of Google.