The data world was revolutionized a few years ago when Hadoop and other tools made it possible to getthe results from queries in minutes. But the revolution continues. Analysts now demand sub-second, near real-time query results. Fortunately, we have the tools to deliver them. This report examines tools and technologies that are driving real-time big data analytics.

    John Cleese shows us how. Creativity is usually regarded as a mysterious, rare gift that only a few possess. John Cleese begs to differ, and in this short, immensely practical and often very amusing guide he shows it's a skill that anyone can acquire. Drawing on his lifelong experience as a writer, he shares his insights into the nature of the creative process, and offers advice on how to get your own inventive juices flowing.What do you need to do to get yourself in the right frame of mind? When do you know that you've come up with something that might be worth pursuing? What do you do if you think you've hit a brick wall?Not only does he explain the way your mind works as you search for inspiration, he also shows that, regardless of the task you've set yourself, you can learn to be better at coming up with a promising idea, refining it and knowing when you're ready to act on it. We can all unlock new reserves of creativity within ourselves. John Cleese shows us how.____________________________'Humorous and practical ... Whether you're hoping to write a novel or paint a masterpiece, you're sure to feel inspired' OK Magazine'His candor is endearing ... An upbeat guide to the creative process' Kirkus'A jovial romp ... Cleese fans will enjoy, and writers and other artists will breeze through, picking up a few nuggets of wisdom along the way' The Festival Review'A sincere and thoughtful guide to creativity, and a very useful book' Graham Norton'Wise words on the serious business of being silly' Sunday Business Post

    He solidified his standing as the nation's foremost political forecaster with his near perfect prediction of the 2012 election. Silver is the founder and editor in chief of FiveThirtyEight.com. Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the "prediction paradox": The more humility we have about our ability to make predictions, the more successful we can be in planning for the future.In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good-or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary-and dangerous-science.Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise.

    In How Not to Be Wrong, Jordan Ellenberg shows us how terribly limiting this view is: Math isn’t confined to abstract incidents that never occur in real life, but rather touches everything we do—the whole world is shot through with it.Math allows us to see the hidden structures underneath the messy and chaotic surface of our world. It’s a science of not being wrong, hammered out by centuries of hard work and argument. Armed with the tools of mathematics, we can see through to the true meaning of information we take for granted: How early should you get to the airport? What does “public opinion” really represent? Why do tall parents have shorter children? Who really won Florida in 2000? And how likely are you, really, to develop cancer?How Not to Be Wrong presents the surprising revelations behind all of these questions and many more, using the mathematician’s method of analyzing life and exposing the hard-won insights of the academic community to the layman—minus the jargon. Ellenberg chases mathematical threads through a vast range of time and space, from the everyday to the cosmic, encountering, among other things, baseball, Reaganomics, daring lottery schemes, Voltaire, the replicability crisis in psychology, Italian Renaissance painting, artificial languages, the development of non-Euclidean geometry, the coming obesity apocalypse, Antonin Scalia’s views on crime and punishment, the psychology of slime molds, what Facebook can and can’t figure out about you, and the existence of God.Ellenberg pulls from history as well as from the latest theoretical developments to provide those not trained in math with the knowledge they need. Math, as Ellenberg says, is “an atomic-powered prosthesis that you attach to your common sense, vastly multiplying its reach and strength.” With the tools of mathematics in hand, you can understand the world in a deeper, more meaningful way. How Not to Be Wrong will show you how.

    In order to ensure a high level of knowledge and training, the International Requirements Engineering Board (IREB) worked out the training concept “Certified Professional for Requirements Engineering”, which defines a requirements engineer’s practical skills on different training levels. The book covers the different subjects of the curriculum for the “Certified Professional for Requirements Engineering” (CPRE) defined by the International Requirements Engineering Board (IREB). It supports its readers in preparing for the test to achieve the “Foundation Level” of the CPRE.

    Have you ever opened a Kindle book to find that the font started out way too small or way too large? Have you tried to change to a different font while reading and discovered you couldn't? Have you jumped to a new chapter in a Kindle book and seen that the chapter heading lost its formatting? Has a Kindle completely ignored formatting you knew was in the book? According to Amazon, the simplest way to publish your Kindle book is to upload an HTML file you've saved from Microsoft Word or another app. By itself, that method can bring you maybe 80% of the way to a well-formatted, trouble-free ebook. But what about the other 20%? In this follow-up to his bestselling -From Word to Kindle, - Aaron Shepard takes your saved HTML as a starting point and tells how to quickly tweak and tune it to avoid common problems. Assuming no knowledge of HTML, he introduces the basics of the language, then reveals how to use find-and-replace and macros to touch up an entire book in seconds! If you're serious about Kindle publishing and you're technically inclined -- but not a full-fledged geek -- Aaron provides the tips you need to bring your Kindle book to the next level, making it something truly to be proud of. ///////////////////////////////////////////////// Aaron Shepard is a foremost proponent of the new business of profitable self publishing, which he has practiced and helped develop since 1998. He is the author of -Aiming at Amazon, - -POD for Profit, - -Perfect Pages, - and Amazon's #1 and #2 bestselling paid books on Kindle formatting, -From Word to Kindle- and -Pictures on Kindle.- ///////////////////////////////////////////////// CONTENTS Getting Started 1 WORKING WITH HTML HTML and Kindle HTML Export HTML Editing HTML Processing HTML Basics HTML Checking HTML Cleanup HTML Testing 2 HTML FIXES Fixes for Fonts Fixes for Paragraphs Fixes for Headings Fixes for Line Breaking Fixes for Pictures Fixes for Navigation ///////////////////////////////////////////////// SAMPLE Here are some of the things you can accomplish through changes in HTML. * Adjust bookmarks so headings retain proper formatting when jumped to. * Remove settings that stop the user from choosing their own. * Keep fonts from appearing much too small or much too large when the book is opened. * Make sure indents and other spacing stays relative to larger and smaller font sizes. * Avoid line breaks that leave short words dangling at the ends of lines or paragraphs. * Make up for features lost in translation from your word processor, like nonbreaking hyphens. * Stop -ghost hyphens- from appearing in the middle of words. * Keep pages of text from disappearing for some users. * Prevent the Kindle from applying its own defaults in place of your settings.

    SAFe addresses this primary goal, and offers these further benefits: reduced time-to-market, improved quality, stronger alignment across geographically distributed multi-disciplinary teams, and collaboration across teams to deliver meaningful value to customers with reduced cycle time." --Sundaresan Jagadeesan, SW CoE Program Director, Philips To succeed in today's adapt-or-die marketplace, businesses must be able to rapidly change the way they create and deliver value to their customers. Hundreds of the world's most successful companies-including Intel, Capital One, AstraZeneca, Cisco, and Philips-have turned to the Scaled Agile Framework(R) (SAFe(R)) to achieve agility at scale and maintain a competitive edge. SAFe(R) 4.5 Distilled: Applying the Scaled Agile Framework(R) for Lean Enterprises explains how adopting SAFe can quickly improve time to market and increase productivity, quality, and employee engagement. In this book, you will Understand the business case for SAFe: its benefits, the problems it solves, and how to apply it Get an overview of SAFe across all parts of the business: team, program, value stream, and portfolio Learn why SAFe works: the power of SAFe's Lean-Agile mindset, values, and principles Discover how systems thinking, Agile development, and Lean product development form the underlying basis for SAFe Learn how to become a Lean-Agile leader and effectively drive an enterprise-wide transformation Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

    Hadoop allowed small and medium sized companies to store huge amounts of data on cheap commodity servers in racks. The introduction of Big Data has allowed businesses to make decisions based on quantifiable analysis. Hadoop is now implemented in major organizations such as Amazon, IBM, Cloudera, and Dell to name a few. This book introduces you to Hadoop and to concepts such as ‘MapReduce’, ‘Rack Awareness’, ‘Yarn’ and ‘HDFS Federation’, which will help you get acquainted with the technology.

    The Lean Startup movement is very promising, but for many teams it ends up translating into an important question: ”Yeah, but what to build ?” “In ThoughtWorks, our response has been a process called an inception. We gather together a good sample of the people who will be affected by the product and have an intensive session to set an initial direction, using a series of exercises focusing on collaboration and the capture of broad goals. We don't attempt a detailed specification, as that is exactly the kind of thing that becomes out of date as soon as code hits production. But we do want to understand what kind of outcomes we are hoping for, the features that we think will drive these outcomes, and how to assess the effectiveness of our product. With The Lean Inception, Paulo has captured his experience in running these inceptions over the last decade. In particular it's focused on his work to boil the inception down to its essence, concentrating the activity on a single, if very intensive, week of work. Paulo shares how he makes this work, through writing a product vision, capturing personas, understanding the user journeys, and developing high-level features. The result isn't a detailed plan of work, which we find quickly rots into irrelevance. It is a guiding set of goals to set us off in the right direction. It doesn't plan out a final product, with all the features that our users will need, instead it focuses on an initial product that we can release and learn from - the Minimum Viable Product. “ – Martin Fowler, Chief Cientist at ThoughtWorks

    A real life case study with sample project documents and diagrams is used to more practically explain these international tools, techniques, and lean principles to a broad range of practitioners, including: - Business analysts, systems analysts, developers and project managers - Entrepreneurs, product owners and product managers - Consultants, UX designers and marketing specialists - C-suite executives, investors and managers of companies of all sizes.

    In The YouTube Formula: How Anyone Can Unlock the Algorithm to Drive Views, Build an Audience, and Grow Revenue, the owner of the largest YouTube how-to channel provides the secrets to getting the results that every YouTube creator and strategist wants. Eves will reveal what readers can't get anywhere else: the inner workings of the YouTube algorithm that's responsible for determining success on the platform, and how creators can use it to their advantage.Full of actionable advice and concrete strategies, this book teaches readers how to:Launch a channel Create life-changing content Drive rapid view and subscriber growth Build a brand and increase engagement Improve searchability Monetize content and audience Replete with case studies and information from successful YouTube creators, The YouTube Formula is perfect for any creator, entrepreneur, social media strategist, and brand manager who hopes to see real commercial results from their work on the platform.

    In Blood, Sweat, and Pixels, Jason Schreier takes readers on a fascinating odyssey behind the scenes of video game development, where the creator may be a team of 600 overworked underdogs or a solitary geek genius. Exploring the artistic challenges, technical impossibilities, marketplace demands, and Donkey Kong-sized monkey wrenches thrown into the works by corporate, Blood, Sweat, and Pixels reveals how bringing any game to completion is more than Sisyphean—it's nothing short of miraculous.Taking some of the most popular, bestselling recent games, Schreier immerses readers in the hellfire of the development process, whether it's RPG studio Bioware's challenge to beat an impossible schedule and overcome countless technical nightmares to build Dragon Age: Inquisition; indie developer Eric Barone's single-handed efforts to grow country-life RPG Stardew Valley from one man's vision into a multi-million-dollar franchise; or Bungie spinning out from their corporate overlords at Microsoft to create Destiny, a brand new universe that they hoped would become as iconic as Star Wars and Lord of the Rings—even as it nearly ripped their studio apart. Documenting the round-the-clock crunches, buggy-eyed burnout, and last-minute saves, Blood, Sweat, and Pixels is a journey through development hell—and ultimately a tribute to the dedicated diehards and unsung heroes who scale mountains of obstacles in their quests to create the best games imaginable.

    Consumer's identities are being stolen, and a person's every step is being tracked and stored. What once might have been dismissed as paranoia is now a hard truth, and privacy is a luxury few can afford or understand.In this explosive yet practical book, Kevin Mitnick illustrates what is happening without your knowledge--and he teaches you "the art of invisibility." Mitnick is the world's most famous--and formerly the Most Wanted--computer hacker. He has hacked into some of the country's most powerful and seemingly impenetrable agencies and companies, and at one point he was on a three-year run from the FBI. Now, though, Mitnick is reformed and is widely regarded as the expert on the subject of computer security. He knows exactly how vulnerabilities can be exploited and just what to do to prevent that from happening. In THE ART OF INVISIBILITY Mitnick provides both online and real life tactics and inexpensive methods to protect you and your family, in easy step-by-step instructions. He even talks about more advanced "elite" techniques, which, if used properly, can maximize your privacy. Invisibility isn't just for superheroes--privacy is a power you deserve and need in this modern age.

    New regulations are making the old go-to advice less relevant, as startup money is increasingly moving online. These new waters are all but uncharted—and founders need an accessible guide. This book helps you navigate the online world of startup fundraising with easy-to-follow explanations and expert perspective on the new digital world of finance. You'll find tips and tricks on raising money and investing in startups from early stage to growth stage, and develop a clear strategy based on the new realities surrounding today's startup landscape.The finance world is in a massive state of flux. Changes are occurring at an increasing pace in all sectors, but few more intensely than the startup sphere. When the paradigm changes, your processes must change with it. This book shows you how startup funding works, with expert coaching toward the new rules on the field.-Learn how the JOBS Act impacts the fundraising model-Gain insight on startups from early stage to growth stage-Find the money you need to get your venture going-Craft your pitch and optimize the strategy-Build momentum-Identify the right investors-Avoid the common mistakesDon't rely on the "how we did it" tales from superstar startups, as these stories are unique and applied to exceptional scenarios. The game has changed, and playing by the old rules only gets you left behind. Whether you're founding a startup or looking to invest, The Art of Startup Fundraising provides the up-to-the-minute guidance you need.PRAISE FOR THE ART OF STARTUP FUNDRAISING:“The Art of Startup Fundraising is a must read for anyone who even considers starting a business. Fundraising is hard. This book gives you the roadmap to get where you are going. Alejandro Cremades speaks with wisdom and from experience.“ - Tim Draper , Founder of Draper Associates, DFJ, and Draper University."The Art of Startup Fundraising should be a mandatory reading for entrepreneurs that are looking to raise capital. This book will enable Alejandro to help many more early stage companies answer the tough questions when fundraising." - Marco Landi, Former Chief Operating Officer at Apple and Chairman at Atlantis Ventures"Raising capital is often the most daunting and least understood aspects of starting a new business and there are few people more experienced than Alejandro Cremades to act as a guide. The Art of Startup Fundraising unlocks key secrets of fundraising for newly minted entrepreneurs." - Jeff Stibel, Chairman of BrainGate, Inc. and Vice Chairman of Dun & Bradstreet, Inc.; New York Times bestselling author of Breakpoint and Wired for Thought."This book provides a clear, concise tour of the fundraising game. With his crowdfunding and entrepreneurial expertise in full display, Cremades does a terrific job making a complicated process simple and accessible." - Jeff Bussgang, General Partner at Flybridge Capital Partners and Senior Lecturer at Harvard Business School“Entrepreneurs need to be amazing at recruiting, selling and fundraising. The Art of Startup Fundraising provides the essential toolkit for mastering a core skill for any entrepreneur.” - Gil Penchina, serial entrepreneur and prolific angel investor“For many entrepreneurs finding the right investor for their venture can be a daunting task. Alejandro's experience with equity crowdfunding gives a unique perspective on the fundraising game. The Art of Startup Fundraising is very insightful for entrepreneurs looking to close a round of financing and changing the world.” - Anyndya Ghose, Professor at NYU Stern School of Business“There is no perfect approach to raising investment for a startup, but there is a certain tribal knowledge out there, that most of us had to learn through several failed attempts. The Art of Startup Fundraising captures every bit of advice (and then some!) that I would give to any entrepreneur looking for funding.” - Paul Murphy, Partner at Betaworks and CoFounder of Playdots“Alejandro's The Art of Startup Fundraising is a must read for any entrepreneur. Clear and concise, he outlines in today's startup community the steps to successfully fundraise. This is the golden era for entrepreneurs, any good idea with proof of concept can get access to money. Know your options!” - Angelo J. Robles, Founder and CEO of Family Office Association“It doesn't matter how great of a business you can build. If you can't raise money, you're toast. Master this book.” - Ilya Pozin, Forbes Contributor and CoFounder of Pluto TV and CoFounder of Coplex"The Art of Startup Fundraising translates art into science. By sharing proven formulas, strategies, and case studies that work, Alejandro Cremades provides a needed service to future entrepreneurs." - Josh Cohen, Managing Partner at City Light Capital“This ought to be a reading requirement for all entrepreneurs when building a business and raising capital. This is a very well written and informative book, written by a man who is a testament to dedication and creativity when confronted with the challenges of being an entrepreneur and raising capital.” - Carter Caldwell, serial entrepreneur and Principal at Cross Atlantic Capital Partners“Alejandro is on the bleeding edge of equity crowdfunding today. When he talks about fundraising, startups listen.” - Andrew Ackerman, Managing Director at Dreamit Ventures“Raising capital can be tough. Alejandro provides a step-by-step guidebook to all entrepreneurs that rather spend their time thinking about changing the world instead of thinking of how to raise funds.” - Tobias P. Schirmer, Managing Partner of JOIN Capital "A superb book on fundraising. Alejandro's guidance should arm entrepreneurs with the necessary tools to close with success a meaningful round of financing." - Ellen Weber, Executive Director at Robin Hood Ventures“The Art of Startup Fundraising is a practical and comprehensive resource for entrepreneurs to use again and again. It captures what startups need to do to be successful in the rapidly evolving financing world, while also providing tips on the fundamentals of building businesses that don’t change over time.” - Marianne Hudson, Executive Director at Angel Capital Association“Raising money is hard. But start-up founders all over the world can make it exponentially easier by educating themselves on the process of raising equity capital before they dive into it. The practical, hands-on advice from Alejandro Cremades in this book provides a solid foundation in that self-education process. Delivered in an approachable format with a key lesson to take-away every few pages, “The Art of Startup Fundraising” is essential reading for entrepreneurs everywhere.” - Allen Taylor, Managing Director at Endeavor

    She stared at a long list of logistics--from hiring to firing, from meeting to messaging, from planning to pitching--and faced a thousand questions and uncertainties. How was she supposed to spin teamwork into value? How could she be a good steward of her reports' careers? What was the secret to leading with confidence in new and unexpected situations?Now, having managed dozens of teams spanning tens to hundreds of people, Julie knows the most important lesson of all: great managers are made, not born. If you care enough to be reading this, then you care enough to be a great manager.The Making of a Manager is a modern field guide packed everyday examples and transformative insights, including:* How to tell a great manager from an average manager (illustrations included) * When you should look past an awkward interview and hire someone anyway * How to build trust with your reports through not being a boss * Where to look when you lose faith and lack the answersWhether you're new to the job, a veteran leader, or looking to be promoted, this is the handbook you need to be the kind of manager you wish you had.