This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    If you aren't already using progressive enhancement to build websites, you soon will be." —Jeremy Keith, Author, HTML5 for Web Designers"Finally. Progressive enhancement explained with a perfect balance of theory and practice. Aaron's take-aways will have you progressively-enhancing your markup, style and behavior with ease." —Dan Cederholm, Author, CSS3 For Web Designers"With this forward-thinking book Aaron shows us that anyone can produce accessible, engaging web experiences without sacrificing their ambitions. Through progressive enhancement, he'll show you how to bring designs to life without compromising the integrity of content. I've been learning from Aaron for many years, and suggest you do the same." —Simon Collison, Co-author, CSS Mastery"You hear the term 'Progressive Enhancement' bandied about as a good thing, and it absolutely is. However, few resources cover the breadth of the topic as well as this book does. Adaptive Web Design includes some of the best and broadest coverage in an easy-to-read and well-structured book." —Jonathan Snook, Co-author, The Art and Science of CSS

    It seems hard to believe today, but there was a time when Airbnb was the best-kept secret of travel hackers and couch surfers, Pinterest was a niche web site frequented only by bakers and crafters, LinkedIn was an exclusive network for C-suite executives and top-level recruiters, Facebook was MySpace's sorry step-brother, and Uber was a scrappy upstart that didn't stand a chance against the Goliath that was New York City Yellow Cabs.So how did these companies grow from these humble beginnings into the powerhouses they are today? Contrary to popular belief, they didn't explode to massive worldwide popularity simply by building a great product then crossing their fingers and hoping it would catch on. There was a studied, carefully implemented methodology behind these companies' extraordinary rise. That methodology is called Growth Hacking, and it's practitioners include not just today's hottest start-ups, but also companies like IBM, Walmart, and Microsoft as well as the millions of entrepreneurs, marketers, managers and executives who make up the community of GrowthHackers.com.Think of the Growth Hacking methodology as doing for market-share growth what Lean Start-Up did for product development, and Scrum did for productivity. It involves cross-functional teams and rapid-tempo testing and iteration that focuses customers attaining them, retaining them, engaging them, and motivating them to come back and buy more. An accessible and practical toolkit that teams and companies in all industries can use to increase their customer base and market share, this book walks readers through the process of creating and executing their own custom-made growth hacking strategy. It is a must read for any marketer, entrepreneur, innovator or manger looking to replace wasteful big bets and "spaghetti-on-the-wall" approaches with more consistent, replicable, cost-effective, and data-driven results.

    Through four years of groundbreaking research, Dr. Nicole Forsgren, Jez Humble, and Gene Kim set out to find a way to measure software delivery performance—and what drives it—using rigorous statistical methods. This book presents both the findings and the science behind that research. Readers will discover how to measure the performance of their teams, and what capabilities they should invest in to drive higher performance.

    At the forefront of this battleground is your ability to connect with your customers, nurture your relationships and understand the psychology behind what makes them click. In this book The Web Psychologist, Nathalie Nahai, expertly draws from the worlds of psychology, neuroscience and behavioural economics to bring you the latest developments, cutting edge techniques and fascinating insights that will lead to online success. Webs of Influence delivers the tools you need to develop a compelling, influential and profitable online strategy which will catapult your business to the next level - with dazzling results.

    It's Tuesday morning and on his drive into the office, Bill gets a call from the CEO. The company's new IT initiative, code named Phoenix Project, is critical to the future of Parts Unlimited, but the project is massively over budget and very late. The CEO wants Bill to report directly to him and fix the mess in ninety days or else Bill's entire department will be outsourced. With the help of a prospective board member and his mysterious philosophy of The Three Ways, Bill starts to see that IT work has more in common with manufacturing plant work than he ever imagined. With the clock ticking, Bill must organize work flow streamline interdepartmental communications, and effectively serve the other business functions at Parts Unlimited. In a fast-paced and entertaining style, three luminaries of the DevOps movement deliver a story that anyone who works in IT will recognize. Readers will not only learn how to improve their own IT organizations, they'll never view IT the same way again.

    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?

     In an incredibly entertaining and inspiring narrative that draws on countless stories from their work at IDEO, the Stanford d.school, and with many of the world's top companies, David and Tom Kelley identify the principles and strategies that will allow us to tap into our creative potential in our work lives, and in our personal lives, and allow us to innovate in terms of how we approach and solve problems.  It is a book that will help each of us be more productive and successful in our lives and in our careers.

    The term 'hacker' has been redefined to consist of anyone who has an insatiable curiosity as to how things work--and how they can try to make them better. This book is aimed at hackers of all skill levels and explains the classical principles and techniques behind beautiful designs by deconstructing those designs in order to understand what makes them so remarkable. Author and designer David Kadavy provides you with the framework for understanding good design and places a special emphasis on interactive mediums. You'll explore color theory, the role of proportion and geometry in design, and the relationship between medium and form. Packed with unique reverse engineering design examples, this book inspires and encourages you to discover and create new beauty in a variety of formats. Breaks down and studies the classical principles and techniques behind the creation of beautiful design. Illustrates cultural and contextual considerations in communicating to a specific audience. Discusses why design is important, the purpose of design, the various constraints of design, and how today's fonts are designed with the screen in mind. Dissects the elements of color, size, scale, proportion, medium, and form. Features a unique range of examples, including the graffiti in the ancient city of Pompeii, the lack of the color black in Monet's art, the style and sleekness of the iPhone, and more.By the end of this book, you'll be able to apply the featured design principles to your own web designs, mobile apps, or other digital work.

    You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples--ready for immediate application to your next graph or presentation.Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to:Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data--Storytelling with Data will give you the skills and power to tell it!

    They think that UI design is like graphic design--the mysterious process by which creative, latte-drinking, all-black-wearing people produce cool-looking, artistic pieces. Most programmers see themselves as analytic, logical thinkers instead--strong at reasoning, weak on artistic judgment, and incapable of doing UI design.In this brilliantly readable book, author Joel Spolsky proposes simple, logical rules that can be applied without any artistic talent to improve any user interface, from traditional GUI applications to websites to consumer electronics. Spolsky's primary axiom, the importance of bringing the program model in line with the user model, is both rational and simple.In a fun and entertaining way, Spolky makesuser interfacedesign easy for programmers to grasp. After reading User Interface Design for Programmers, you'll know how to design interfaces with the user in mind. You'll learn the important principles that underlie all good UI design, and you'll learn how to perform usability testing that works."

    But what’s in it for you? And if you’re not a content strategist, why should you care?Because even if content strategy isn’t your job, content’s probably your problem-and probably more than you think. You or your business has a message you want to deliver, right? You can deliver that message through various channels and content types, from Tweets to testimonials and photo galleries galore, and your audience has just as many ways of engaging with it. So many ways, so much content… so where’s the problem? That is the problem. And you can measure it in time, creativity, money, lost opportunity, and the sobs you hear equally from creative directors, project managers, and search engine marketing specialists.The solution is content strategy, and this book offers real-world examples and approaches you can adopt, no matter your role on the team. Put content strategy to work for you by gathering this book into your little hands and gobbling up never-before seen case studies from teams at Johns Hopkins Medicine, MINI, Icebreaker, and more. Content Strategy at Work is a book for designers, information architects, copywriters, project managers, and anyone who works with visual or verbal content. It discusses how you can communicate and forge a plan that will enable you, your company, or your client get that message across and foster better user experiences.

    Prepare for your next job interview."Redesign the NYC metrocard system. Design a dashboard for a general practitioner. Redesign an ATM".Learn how to solve and present exercises like these, that top startups use to interview designers for product design and UI/UX roles. Today top companies are looking for business-minded designers who are not just focused on visuals. With this book you can practice this kind of mindset, prepare for job interview, learn how to interview other designers and find concepts for projects for your portfolio. What will you learn from this book:- Prepare for the design interview — prepare for the design exercise and learn more about how tech companies hire product designers.- Improve your portfolio — use product challenges to showcase in your porfolio instead of unsolicited visual redesigns.- Step up your design career — practice your product design skills to become a better designer and prepare for your next career move.- Interview designers — learn how to interview designers to evaluate their skills in the most efficient and scalable way.What’s inside?- A 7-step framework for solving product design exercises- 30+ examples of exercises similar to exercises used by Google, Facebook, Amazon etc.- 5 full solutions for product design exercises- 5 short interviews with design leaders that worked at Apple, Google, Pinterest, IDEO etc.

    He explains why invisible and unmanaged queues are the underlying root cause of poor product development performance. He shows why these queues form and how they undermine the speed, quality, and efficiency in product development.

    Everyone wants them, whether to sell more products, spread good ideas, or win more funding. In our busy digital world, the way to results is influencing people on the web. But how?An ad campaign won't cut it. A Twitter account doesn't guarantee it. Manipulative tricks will backfire. Instead, you need quality, compelling web content that attracts people and engages them for the long haul.Clout explains the key principles of influence and how to apply them to web content. Along the way, those principles come to life with lots of practical examples. With this book, you'll: Discover why a technology feature, marketing campaign, SEO effort, or redesign aren't enough to influence online. Understand the business value of compelling web content. Learn 8 principles for influence from the art of rhetoric and the science of psychology. Find out what context is and why it's so important to influence. Jump start your planning for content over time with patterns and diagrams. Learn the basics of evaluation to determine whether your web content is making a difference.