This is official Amazon Web Services (AWS) documentation for Amazon Compute Cloud (Amazon EC2).This guide explains the infrastructure provided by the Amazon EC2 web service, and steps you through how to configure and manage your virtual servers using the AWS Management Console (an easy-to-use graphical interface), the Amazon EC2 API, or web tools and utilities.Amazon EC2 provides resizable computing capacity—literally, server instances in Amazon's data centers—that you use to build and host your software systems.

    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

    There are currently a significant number of books on creating, documenting, and implementing software architecture, but precious few resources have addressed how to build a software architecture that aligns with a customer's overall business goals. In this new book, Luke Hohmann borrows from his extensive experience managing successful enterprise software projects to provide practical wisdom on creating and sustaining winning software solutions. This book helps technologists grasp the business ramifications of their decisions, and provides business-oriented software professionals (e.g. sales people and marketers) with better knowledge of how robust software can be built and maintained.

    The widespread adoption of agile methods has brought the need for effective testing into the limelight, and agile projects have transformed the role of testers. Much of a tester's function, however, remains largely misunderstood. What is the true role of a tester? Do agile teams actually need members with QA backgrounds? What does it really mean to be an "agile tester?"Two of the industry's most experienced agile testing practitioners and consultants, Lisa Crispin and Janet Gregory, have teamed up to bring you the definitive answers to these questions and many others. In Agile Testing, Crispin and Gregory define agile testing and illustrate the tester's role with examples from real agile teams. They teach you how to use the agile testing quadrants to identify what testing is needed, who should do it, and what tools might help. The book chronicles an agile software development iteration from the viewpoint of a tester and explains the seven key success factors of agile testing.Readers will come away from this book understanding- How to get testers engaged in agile development- Where testers and QA managers fit on an agile team- What to look for when hiring an agile tester- How to transition from a traditional cycle to agile development- How to complete testing activities in short iterations- How to use tests to successfully guide development- How to overcome barriers to test automationThis book is a must for agile testers, agile teams, their managers, and their customers.

    Reading this was like reading the blueprint for how the best projects are managed at Microsoft... I wish we always put these lessons into action!" --Joe Belfiore, General Manager, E-home Division, Microsoft Corporation "Berkun has written a fast paced, jargon-free and witty guide to what he wisely refers to as the 'art' of project management. It's a great introduction to the discipline. Seasoned and new managers will benefit from Berkun's perspectives." --Joe Mirza, Director, CNET Networks (Cnet.com) "Most books with the words 'project management' in the title are dry tomes. If that's what you are expecting to hear from Berkun's book, you will be pleasantly surprised. Sure, it's about project management. But it's also about creativity, situational problem-solving, and leadership. If you're a team member, project manager, or even a non-technical stakeholder, Scott offers dozens of practical tools and techniques you can use, and questions you can ask, to ensure your projects succeed." --Bill Bliss, Senior VP of product and customer experience, expedia.com In The Art of Project Management, you'll learn from a veteran manager of software and web development how to plan, manage, and lead projects. This personal account of hard lessons learned over a decade of work in the industry distills complex concepts and challenges into practical nuggets of useful advice. Inspiring, funny, honest, and compelling, this is the book you and your team need to have within arms reach. It will serve you well with your current work, and on future projects to come. Topics include:How to make things happenMaking good decisionsSpecifications and requirementsIdeas and what to do with themHow not to annoy peopleLeadership and trustThe truth about making datesWhat to do when things go wrong

    There is no library within here for you to download or install. SMACSS is a way to examine your design process and as a way to fit those rigid frameworks into a flexible thought process. It is an attempt to document a consistent approach to site development when using CSS. And really, who isn’t building a site with CSS these days?!Get to know Scalable and Modular Architecture for CSS

    Wall Street veteran Carla Harris knows this, and in Strategize to Win she gives readers the tools they need to get started; get "unstuck" from bad situations; redirect momentum; and position themselves to manage their careers no matter the environment. With her trademark galvanizing advice, Harris identifies and clarifies issues that are often murky, offering lessons on: Identifying and making the most of your work profile (are you a Good Soldier? a Leader? an Arguer?); preparing for a career change without going back to school or taking a step down: honing three essential skills industry leaders possess (and how to get them); tuning into unspoken cues; and thriving through change. Introducing a new way of planning one's career in five-year units, Strategize to Win distills battle-tested and step-by-step tools that Carla has used to launch and sustain her own successful career and help others move forward, recover from setbacks, and position themselves for success.

    Yet many see it as an awkward chore: Recent studies have revealed 37% of managers dread giving feedback, and 65% of employees wish their managers gave more feedback.This trail-blazing new model eliminates the guesswork. Dr. Therese Huston, the founding director of the Center for Excellence in Teaching and Learning at Seattle University, discovered that the key to being listened to is to listen. First, find out what kind of feedback an employee wants most: appreciation, coaching, or evaluation. If they crave one, they'll be more receptive once their need has been satisfied. Then Huston lays out counterintuitive strategies for delivering each type of feedback successfully, including:- Start by saying your good intentions out loud: it may feel unnecessary, but it makes all the difference. - Side with the person, not the problem: a bad habit or behavior probably is probably less entrenched than you think. - Give reports a chance to correct inaccurate feedback: they want an opportunity to talk more than they want you to be a good talker.This handbook will make a once-stressful ordeal feel natural, and, by greasing the wheels of regular feedback conversations, help managers improve performance, trust, and mutual understanding.

    Is it superior strategy? Faster innovation? Smarter employees? No, New York Times best-selling author, Patrick Lencioni, argues that the seminal difference between successful companies and mediocre ones has little to do with what they know and how smart they are and more to do with how healthy they are. In this book, Lencioni brings together his vast experience and many of the themes cultivated in his other best-selling books and delivers a first: a cohesive and comprehensive exploration of the unique advantage organizational health provides. Simply put, an organization is healthy when it is whole, consistent and complete, when its management, operations and culture are unified. Healthy organizations outperform their counterparts, are free of politics and confusion and provide an environment where star performers never want to leave. Lencioni's first non-fiction book provides leaders with a groundbreaking, approachable model for achieving organizational health--complete with stories, tips and anecdotes from his experiences consulting to some of the nation's leading organizations. In this age of informational ubiquity and nano-second change, it is no longer enough to build a competitive advantage based on intelligence alone. The Advantage provides a foundational construct for conducting business in a new way--one that maximizes human potential and aligns the organization around a common set of principles.

    Deep inside, we sense that more is possible. We long for soulful workplaces, for authenticity, community, passion, and purpose.In this groundbreaking book, the author shows that every time, in the past, when humanity has shifted to a new stage of consciousness, it has achieved extraordinary breakthroughs in collaboration. A new shift in consciousness is currently underway. Could it help us invent a more soulful and purposeful way to run our businesses and nonprofits, schools and hospitals?A few pioneers have already cracked the code and they show us, in practical detail, how it can be done. Leaders, founders, coaches, and consultants will find this work a joyful handbook, full of insights, examples, and inspiring stories.ADVANCE PRAISE"Congratulations on a spectacular treatise! This is truly pioneering work. In terms of integral sophistication, there is simply nothing like it out there."--Ken Wilber, from the Foreword"The most exciting book I've read in years on organization design and leadership models."--Jenny Wade, Ph.D., Author of Changes of Mind"A book like Reinventing Organizations only comes along once in a decade. Sweeping and brilliant in scope, it is the Good To Great for a more enlightened age. What it reveals about the organizational model of the future is exhilarating and deeply hopeful."--Norman Wolfe, Author of The Living Organization"A comprehensive, highly practical account of the emergent worldview in business. Everything you need to know about building a new paradigm organization!"--Richard Barrett, Chairman and Founder, Barrett Values Center"Frederic Laloux has done business people and professionals everywhere a signal service. He has discovered a better future for organizations by describing, in useful detail, the unusual best practices of today."--Bill Torbert, Author of Action Inquiry"As the rate of change escalates exponentially, the old ways of organizing and educating, which were designed for efficiency and repetition, are dying. Frederic Laloux is one of the few management leaders exploring what comes next. It's deeply different."--Bill Drayton, Founder, Ashoka: Innovators for the Public

    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.

    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.

    Crafting an engrossing journey from the gushing Pennsylvania oil fields of the 1860s to today's fraught and fractious Middle East, Crude Volatility explains how past periods of stability and volatility in oil prices help us understand the new boom-bust era. Oil's notorious volatility has always been considered a scourge afflicting not only the oil industry but also the broader economy and geopolitical landscape; Robert McNally makes sense of how oil became so central to our world and why it is subject to such extreme price fluctuations.Tracing a history marked by conflict, intrigue, and extreme uncertainty, McNally shows how--even from the oil industry's first years--wild and harmful price volatility prompted industry leaders and officials to undertake extraordinary efforts to stabilize oil prices by controlling production. Herculean market interventions--first, by Rockefeller's Standard Oil, then, by U.S. state regulators in partnership with major international oil companies, and, finally, by OPEC--succeeded to varying degrees in taming the beast. McNally, a veteran oil market and policy expert, explains the consequences of the ebbing of OPEC's power, debunking myths and offering recommendations--including mistakes to avoid--as we confront the unwelcome return of boom and bust oil prices.

    In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    You'll explore a wide range of important Java topics as you systematically learn how to pass the certification exam. Each chapter starts with a list of the exam objectives covered in that chapter. You'll find sample questions and exercises designed to reinforce key concepts and to prepare you for what you'll see in the real exam, along with numerous tips, notes, and visual aids throughout the book.About This BookTo earn the OCA Java SE 7 Programmer Certification, you need to know your Java inside and out, and to pass the exam it's good to understand the test itself. This book cracks open the questions, exercises, and expectations you'll face on the OCA exam so you'll be ready and confident on test day.OCA Java SE 7 Programmer I Certification Guide is a comprehensive guide to the 1Z0-803 exam. You'll explore important Java topics as you systematically learn what is required. Each chapter starts with a list of exam objectives, followed by sample questions and exercises designed to reinforce key concepts. It provides multiple ways to digest important techniques and concepts, including analogies, diagrams, flowcharts, and lots of well-commented code.Written for developers with a working knowledge of Java who want to earn the OCA Java SE 7 Programmer I Certification.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.What's InsideCovers all exam topicsHands-on coding exercisesHow to avoid built-in traps and pitfallsAbout the AuthorMala Gupta has been training programmers to pass Java certification exams since 2006. She holds OCA Java SE7 Programmer I, SCWCD, and SCJP certifications.Table of ContentsIntroductionJava basicsWorking with Java data typesMethods and encapsulationString, StringBuilder, Arrays, and ArrayListFlow controlWorking with inheritanceException handlingFull mock exam