Each chapter is relatively self-contained and can be used as a unit of study. The algorithms are described in English and in a pseudocode designed to be readable by anyone who has done a little programming. The explanations have been kept elementary without sacrificing depth of coverage or mathematical rigor.

    You need a System. Step-By-Step - Amazon's Paperback and E-Book Publishing Systems Explained In CreateSpace and Kindle Self-Publishing Masterclass, top-selling independent author Rick Smith demonstrates a logical, step-by-step system which new Authors can use to succeed. This book will fast-track you through the Jungle! Writing, Publishing, and Marketing Your Books Here you'll find the truth about what to write and how to get it finished. You'll learn the 16 Golden Rules for Successful Amazon Authors. You'll be shown the important things that must be done correctly, and the other stuff which just slows you down. Why you should publish both Paperback and Kindle formats Why you should always do Createspace first What are the best software tools for organisation, creativity, and productivity How to create or source amazing low-cost Covers that drive your sales How to build world-class Sales Pages on Amazon's storefront, with no technical skills required In fact, everything you'll need to take your book to market. Marketing 101 for New Independent Authors You’ll also discover the right moves to achieve commercial success for your book; Where to find your first willing customers who'll kick-off your sales The importance of Reviews and how to get genuine customers to write them Using the right Keyword tactics to get your book onto Page 1 in Amazon's Category Search How to price, track, and promote your book, and when to write the next one Brand New Chapters on Kindle Unlimited, Countdown Deals, and Pre-Order, the powerful new Amazon Marketing Programs As you follow these step-by-step instructions you'll quickly learn everything you need to know in order to start a new career as an Independent Self-Published Author. Along the way, you'll acquire a few Secret Weapons that could propel your book to it's Category's Top-Row, where every author wants to be and every potential buyer can see you. Publishing your first book is the ride of your life; get it right first time!Rick Smith is an independent Author and Publisher on Amazon, with multiple Top-Ten books in their categories, and numerous Best Seller badges. Click on “Look Inside” to Find Out Much More!

    How do you present large volumes of information to people who need to find what they're looking for quickly? This classic primer shows information architects, designers, and web site developers how to build large-scale and maintainable web sites that are appealing and easy to navigate. The new edition is thoroughly updated to address emerging technologies -- with recent examples, new scenarios, and information on best practices -- while maintaining its focus on fundamentals. With topics that range from aesthetics to mechanics, Information Architecture for the World Wide Web explains how to create interfaces that users can understand right away. Inside, you'll find:* An overview of information architecture for both newcomers and experienced practitioners* The fundamental components of an architecture, illustrating the interconnected nature of these systems. Updated, with updates for tagging, folksonomies, social classification, and guided navigation* Tools, techniques, and methods that take you from research to strategy and design to implementation. This edition discusses blueprints, wireframes and the role of diagrams in the design phase* A series of short essays that provide practical tips and philosophical advice for those who work on information architecture* The business context of practicing and promoting information architecture, including recent lessons on how to handle enterprise architecture* Case studies on the evolution of two large and very different information architectures, illustrating best practices along the way* How do you document the rich interfaces of web applications? How do you design for multiple platforms and mobile devices? With emphasis on goals and approaches over tactics or technologies, this enormously popular book gives you knowledge about information architecture with a framework that allows you to learn new approaches -- and unlearn outmoded ones.

      Since taking over TED in the early 2000s, Chris Anderson has shown how carefully crafted short talks can be the key to unlocking empathy, stirring excitement, spreading knowledge, and promoting a shared dream. Done right, a talk can electrify a room and transform an audience’s worldview. Done right, a talk is more powerful than anything in written form.         This book explains how the miracle of powerful public speaking is achieved, and equips you to give it your best shot. There is no set formula; no two talks should be the same. The goal is for you to give the talk that only you can give. But don’t be intimidated. You may find it more natural than you think.         Chris Anderson has worked behind the scenes with all the TED speakers who have inspired us the most, and here he shares insights from such favorites as Sir Ken Robinson, Amy Cuddy, Bill Gates, Elizabeth Gilbert, Salman Khan, Dan Gilbert, Mary Roach, Matt Ridley, and dozens more — everything from how to craft your talk’s content to how you can be most effective on stage. This is the 21st-century’s new manual for truly effective communication and it is a must-read for anyone who is ready to create impact with their ideas.

    Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you're familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.With this book, you'll learn:Why exploratory data analysis is a key preliminary step in data scienceHow random sampling can reduce bias and yield a higher quality dataset, even with big dataHow the principles of experimental design yield definitive answers to questionsHow to use regression to estimate outcomes and detect anomaliesKey classification techniques for predicting which categories a record belongs toStatistical machine learning methods that "learn" from dataUnsupervised learning methods for extracting meaning from unlabeled data

    Bored and Brilliant builds on that experiment to show us how to rethink our gadget use to live better and smarter in this new digital ecosystem. Manoush explains the connection between boredom and original thinking, exploring how we can harness boredom’s hidden benefits to become our most productive and creative selves without totally abandoning our gadgets in the process.Grounding the book in the neuroscience and cognitive psychology of “mind wandering”—what our brains do when we’re doing nothing at all—Manoush includes practical steps you can take to ease the nonstop busyness and enhance your ability to dream, wonder, and gain clarity in your work and life. The outcome is mind-blowing. Unplug and read on.

    Why then has creativity been given a back seat in our culture?  No longer. Creativity is a force inside every person that, when unleashed, transforms our lives and delivers vitality to everything we do. Establishing a creative practice is therefore our most valuable and urgent task - as important to our well-being as exercise or nutrition.  The good news? Renowned artist, author, and CreativeLive founder, Chase Jarvis, reminds us that creativity isn't a skill—it's a habit available to everyone:  beginners and lifelong creators, entrepreneurs to executives, astronauts to zookeepers, and everyone in between. Through small, daily actions we can supercharge our innate creativity and rediscover our personal power in life.Whether your ambition is a creative career, completing a creative project, or simply cultivating a creative mindset, Creative Calling will unlock your potential via Jarvis’s memorable “IDEA” system: ·      Imagine your big dream, whatever you want to create—or become—in this world.·      Design a daily practice that supports that dream—and a life of expression and transformation.·      Execute on your ambitious plans and make your vision real.·      Amplify your impact through a supportive community you’ll learn to grow and nurture.

    . .Every one of your favorite influencers started with zero followers and had to make a lot of mistakes to get where they are today--earning more money each year than their parents made in the last decade. But to become a top creator, you need to understand the strategies behind the Insta-ready lifestyle . . .As nightlife blogger, then social media strategist, and now Senior Director of Influencer Strategy and Talent Partnerships at Hearst Magazines Digital Media, Brittany Hennessy has seen the role of influencers evolve and expand into something that few could have imagined when social media first emerged. She has unrivaled insight into where the branded content industry was, where it is, and where it's going. In this book she'll reveal how to:*Build an audience and keep them engaged *Package your brand and pitch your favorite companies *Monetize your influence and figure out how much to charge Plus tips on: *Landing an agent *Getting on the radar of your favorite sites *Praising a brand without alienating their competitorsWhether you're just starting out or you're ready for bigger campaigns, Hennessy guides you through core influencer principles. From creating content worth double tapping and using hashtags to get discovered, to understanding FTC rules and delivering metrics, she'll show you how to elevate your profile, embrace your edge, and make money--all while doing what you love.

    Instead of teaching students to be critical thinkers and problem-solvers, we are asking them to memorize facts for multiple choice tests. This problem isn’t limited to low-income school districts: even our top schools aren’t teaching or testing the skills that matter most in the global knowledge economy. Our teens leave school equipped to work only in the kinds of jobs that are fast disappearing from the American economy. Meanwhile, young adults in India and China are competing with our students for the most sought-after careers around the world.Education expert Tony Wagner has conducted scores of interviews with business leaders and observed hundreds of classes in some of the nation’s most highly regarded public schools. He discovered a profound disconnect between what potential employers are looking for in young people today (critical thinking skills, creativity, and effective communication) and what our schools are providing (passive learning environments and uninspired lesson plans that focus on test preparation and reward memorization).He explains how every American can work to overhaul our education system, and he shows us examples of dramatically different schools that teach all students new skills. In addition, through interviews with college graduates and people who work with them, Wagner discovers how teachers, parents, and employers can motivate the “net” generation to excellence.An education manifesto for the twenty-first century, The Global Achievement Gap is provocative and inspiring. It is essential reading for parents, educators, business leaders, policy-makers, and anyone interested in seeing our young people succeed as employees and citizens.For additional information about the author and the book, please go to www.schoolchange.org

    A celebrated writing coach with a sense of humor and a gentle touch, she’s also a master writer herself with a long and distinguished career in both teaching and practicing the art of writing.The Book on Writing contains 25 chapters in three sections: A dozen essential but easy-to-apply guidelines to good writing, from the importance of clarity to the value of a conversational tone. Paula LaRocque believes learning is easier and more successful when we are not only told but also shown. So her Book on Writing is chockfull of actual writing examples that supplement and illustrate principles that apply as naturally to fiction as they do to nonfiction.How to tell a story—from building suspense, to effective description, to the uses of metaphor and literary devices. Paula LaRocque also deals with the narrative “engine” and the value of the archetype in plotting and characterization—as well as with pace and speed and leveling what she terms writing’s “speedbumps.” A clear and concise handbook that deals with common problems in grammar, usage, punctuation, and style—the kind of problems that often trouble even wordsmiths. The handbook also debunks pesky language “rules” that are actually myths. The Book on Writing is one-stop shopping for writers. Read it once, and you’ll be a better writer. Read it often, and you’ll be among the best.

    The only diploma that hangs in Warren Buffett’s office is his certificate from Dale Carnegie Training. Lee Iacocca credits Carnegie for giving him the courage to speak in public. Dilbert creator Scott Adams called Carnegie’s teachings “life-changing.” In today’s world, where more and more of our communication takes place across wires and screens, Carnegie’s lessons have not only lasted but become all the more critical. Though he never could have predicted technology’s trajectory, Carnegie proves a wise and helpful teacher in this digital landscape. To demonstrate the many ways his lessons remain relevant, Dale Carnegie & Associates, Inc., has reimagined his prescriptions and his advice for this difficult digital age. We may communicate today with different tools and with greater speed, but Carnegie’s advice on how to communicate, lead, and work efficiently remains priceless across the ages.

    With this practical book, you'll explore the often-misunderstood practice of user story mapping, and learn how it can help keep your team stay focused on users and their experience throughout the development process.You and your team will learn that user stories aren't a way to write better specifications, but a way to organize and have better conversations. This book will help you understand what kinds of conversations you should be having, when to have them, and what to keep track of when you do. Learn the key concepts used to create a great story map. Understand how user stories really work, and how to make good use of them in agile and lean projects. Examine the nuts and bolts of managing stories through the development cycle. Use strategies that help you continue to learn before and after the product's release to customers and usersUser Story Mapping is ideal for agile and lean software development team members, product managers and UX practitioners in commercial product companies, and business analysts and project managers in IT organizations—whether you're new to this approach or want to understand more about it.

    Written by the lead technical writer at one of Silicon Valley's most exciting companies, Modern Technical Writing is a set of guiding principles and thoughtful recommendations for new and experienced technical writers alike. Not a reference manual, and not comprehensive, it instead serves as an introduction to a sensible writing and publishing process, one that has eluded the profession for too long.

    It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.Use the IPython interactive shell as your primary development environmentLearn basic and advanced NumPy (Numerical Python) featuresGet started with data analysis tools in the pandas libraryUse high-performance tools to load, clean, transform, merge, and reshape dataCreate scatter plots and static or interactive visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsMeasure data by points in time, whether it's specific instances, fixed periods, or intervalsLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples

    How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.