In 1945, a doctor with the Soviet Red Army found a school notebook buried near the crematoria of the newly liberated Auschwitz concentration camp. Thinking the notebook looked interesting, she brought it home to Russia, where it languished for decades. After the doctor's death, her granddaughter, who had emigrated to the United States, discovered the book and brought it to the attention of Jewish Family and Children's Services of San Francisco, where the diary was first recognized for the extraordinary artifact that it is. Handwritten between October 1943 and April 1944, the work proved to be the diary of a young girl who had lived in the Polish ghetto of Lodz under Nazi rule and who had been transported to Auschwitz. What had become of the girl was a mystery. Elegantly translated from Polish into English seventy years later, Rywka's Diary is at once an astonishing historical document and a moving tribute to the many ordinary people whose lives were forever altered by the Holocaust. At its heart is the story of Rywka Lipszyc, a girl in the Lodz ghetto, the second largest in Poland, who detailed the brutal conditions that she and other Jews living under the Nazis had to endure: poverty, hunger and malnutrition, religious oppression, and the death of close family members.Rywka's Diary is a deeply felt coming-of-age story in which a young woman expresses curiosity about her place in the world and reflects on her relationship with God a remarkable affirmation of her commitment to Judaism and her faith in humanity. Interwoven into this carefully translated diary are photographs, news clippings, maps, and commentary from Holocaust scholars and the girl's surviving relatives, which provide an in-depth picture of both the circumstances of Rywka's life and the mysterious end to her diary.Moving and illuminating, told by a brave young girl whose strong and charismatic voice speaks for millions, Rywka's Diary is an extraordinary addition to the history of the Holocaust and World War II.

The fault line -- that dangerous, unstable seam in the economy where powerful innovations and savage competition meet and create market-shattering tremors. Every company lives on it; no manager can control it. In the original edition of Living on the Fault Line, Geoffrey Moore presented a compelling argument for using shareholder value (or share price) as the key driver in management decisions. Moore now revisits his argument in the post-Internet bubble world, proving that the methods he espouses are more germane than ever and showing companies how to use them to survive and thrive in today's demanding economy. Extending the themes of Crossing the Chasm and Inside the Tornado, his first two books on the dynamics of the high-tech markets, Moore shows why sensitivity to stock price is the single most important lever for managing in the future, both as a leading indicator of shifts in competitive advantage and as an employee motivator for making necessary changes in organizations heretofore impervious to change. This revised and updated edition includes: A deeper emphasis on core versus context, which has emerged as the key distinction in allocating resources to improve shareholder value A new Competitive Advantage Grid that will aid managers in achieving and sustaining competitive advantage, the most important component in managing for shareholder value An expanded Value Discipline Model as it relates to the Competitive Advantage Grid Analysis of the powerful new trend toward core/context analysis and outsourcing production duties Updated models of organizational change for each stage of market development As disruptive forces continue to buffet the marketplace and rattle the staid practices of the past, Moore offers a brilliant set of navigational tools to help meet today's most compelling management challenges.

From New York Times bestselling financial guru Julie Stav comes The Money in You!, a spot-on primer that pinpoints your financial personality, thus helping you to overcome the self-imposed hurdles that keep you from living the rich life of your dreams. Socrates' guiding rule was "Know thyself." These words are of eternal significance, and, arguably, no better advice has ever been given to man or woman. Yet, what would Socrates have said if he had to dispense practical financial advice in today's hyper-spending, debt-saturated climateWith the myriad pressures involved in building wealth, instilling practical spending habits in ourselves and our kids, and ultimately establishing a life in which money is abundant and our fiscal future secure, undoubtedly he would tell us, "Know thy financial self." In The Money In You!, Julie Stav introduces us to five different financial personality types. According to Julie, it is our financial nature—the way we handle money matters—that forecasts our financial future. Julie shows readers that no amount of data or market expertise trumps the fundamental truth we all forget—that building wealth, attaining security, and establishing personal success can only be achieved when we recognize our strengths and weaknesses. If we are in touch with our motivations, our desires, and our innate tendencies, we can shed the guilt of making the same mistakes over and over; we can halt the vicious cycle of overspending, debt, and ruined relationships. It is then that we are able to restructure our lives to fit our individual goals, whether it's learning to play the stock market or just saving for shoes. Finally, Julie shows us how to establish healthy relationships with the people who are affected by our financial decisions, and who affect us with theirs. Endlessly entertaining, this book will initiate feisty discussions over just who we are and how we interact with others. Julie Stav will both delight and inform.

Avery Johnson is a coach, a teacher, and sometimes even a preacher, but most of all, he is a motivator, driving his team with the same fiery passion that allowed him to earn his championship credentials as an NBA player. Growing up in New Orleans's Lafitte Housing Project, he was never the biggest, fastest, or strongest, but by the strength of his will and character, he persevered. Now he offers the lessons he learned on his journey from the bottom of the bayou to the heights of success in this inspiring book. Aspire Higher is the essential game plan for reaching your goals. Johnson begins by outlining what it takes to get to the top: determination and discipline provide the foundation that allows you to make the right decisions, on the basketball court or in the boardroom. The goal isn't just to be successful, however; it's also about caring for other people along the way. I care about you more than I care about winning, Johnson often tells his players.Avery Johnson's personal and professional experiences illuminate crucial lessons, inspiring readers just as he has inspired teammates and players. His spirited message is for anyone looking for the tools and secrets of success in business, school, sports, and more anyone looking to aspire higher.

Everyone knows the New Testament begins with the Gospel of Matthew, but how many know Matthew was actually one of the later books to be written(It wasn't even the first Gospel!) But Evolution of the Word is not your typical New Testament.Marcus J. Borg, esteemed Bible scholar and bestselling author, shakes up the order of the New Testament as we know it by putting the books in a completely new order the order in which they were written. By doing so, Evolution of the Word allows us to read these documents in their historical context. For the first time, see how the core ideas of Christianity took shape and developed over time.Borg surveys what we know of the Jewish community of Jesus followers who passed on their stories orally. Into this context emerges the apostle Paul, whose seven authentic letters become the first collected writings that would later become the New Testament. Borg offers helpful introductions for each book so that as we read through these biblical documents, spanning over a century in time, we see afresh what concerns and pressures shaped this movement as it evolved into a new religion.In this groundbreaking format, Borg reveals how a radical and primitive apocalyptic Jewish faith slowly became more comfortable with the world, less Jewish, and more pre- occupied with maintaining power and control. Evolution of the Word promises to change forever how we think about this historic work.

Everything You Need to Know to Keep Your Family Safe and Secure No Matter WhatUndaunted by the prospect of TEOTWAWKI (The End of the World as We Know It), Lisa Bedford tackles every what-if and worst-case scenario head-on, offering practical advice on how to prepare your family for whatever might come your way. From a few days without electricity to an unexpected job loss or total chaos after the destruction of a tornado, Survival Mom provides everything you need to become self-reliant and establish plans for your family, including: preparing the home for a natural disaster alternative sources of energy in a power's-out situation everything you need to know about food storage personal protection (do I really need to learn how to shoot a gun?) Deep inside every mom is a Survival Mom whose passion for her family drives her to make the best of the present and prepare for the future. So tap into your Mama Grizzly instincts and channel your worries into action. Whether you're a full-fledged "prepper" or just getting started, with real-life stories and customizable forms and checklists along with Lisa's "you can do it" attitude, Survival Mom replaces paranoia and panic with the peace of knowing YOU have the power to keep your loved ones safe and secure.

Baseball is the only game where the defense has the ball.So begins an inside look at baseball's most scrutinized group of players relief pitchers and life in the most intriguing bullpen of all, that of the New York Yankees.Second-guessed and overstressed, the manager finds his use of the bullpen the most debated topic after any game, but the reliever is the guy in the spotlight, game on the line, alone on a raised mound of clay.Bestselling sportswriter Charley Rosen takes the reader on the wild journey that is the evolution of relief pitching over the years and examines the eccentric characters who have taken on the pressure of closing out games or not. Bullpen Diaries is full of interviews with key players, coaches, and scouts from around the league; replete with the drama of blown plays and walk-off grand slams; and laced with funny anecdotes about Yankee greats throughout the years.To underscore the drama and difficulty of being a reliever, Rosen uses key games in the 2010 season acknowledged now as the Year of the Pitcher to highlight strategies and mistakes, examine relievers on the rise or on the way out, and analyze the teams and the pitchers the Yanks faced. Bullpen Diaries also takes a look at Yankee strategies for success past, present, and, most important, future. Lastly, Rosen reveals his predictions for 2011 and beyond for baseball's most storied franchise.With insight on current players from around the league and tales of Yankee legends, Stadium history, and the author's Bronx childhood, Bullpen Diaries is a love letter to baseball and a pure joy for all fans of America's favorite pastime.

The critically acclaimed author of Good-bye and Amen, Leeway Cottage, and More Than You Know returns with a sharply perceptive and emotionally resonant novel about all the ways we talk about one another, the sometimes fine line between showing concern and doing damage, and the difficulty of knowing the true obligations of friendshipGossipBeth Gutcheon "Did you know that the origin of the word gossip in English is 'god-sibling'It's the talk between people who are godparents to the same child, people who have a legitimate loving interest in the person they talk about. It's talk that weaves a net of support and connection beneath the people you want to protect."Loviah "Lovie" French owns a small, high-end dress shop on Manhattan's Upper East Side. Renowned for her taste and discretion, Lovie is the one to whom certain women turn when they need "just the thing" for major life events baptisms and balls, weddings and funerals or when they just want to dish in the dressing room. Among the people who depend on Lovie's confidence are her two best friends since boarding school: Dinah Wainwright and Avis Metcalf. Outspoken and brimming with confidence, Dinah made a name for herself as a columnist covering the doings of New York's wealthiest and most fabulous. Shy, proper Avis, in many ways Dinah's opposite, rose to prominence in the art world with her quiet manners, hard work, and precise judgment. Despite the deep affection they both feel for Lovie, they have been more or less allergic to each other since a minor incident decades earlier that has been remembered and resented with what will prove to be unimaginable consequences. These uneasy acquaintances become unwillingly bound to each other when Dinah's favorite son and Avis's only daughter fall in love and marry. On the surface, Nick and Grace are the perfect match a playful, romantic, buoyant, and beautiful pair. But their commitment will be strained by time and change: career setbacks, reckless choices, the birth of a child, jealousies, and rumor. At the center of their orbit is Lovie, who knows everyone's secrets and manages them as wisely as she can. Which is not wisely enough, as things turn out a fact that will have a shattering effect on all their lives.An astute chronicler of everything that makes us human, Beth Gutcheon delivers her most powerful and emotionally devastating novel to date. Gossip is a tale of intimacy and betrayal, trust and fidelity, friendship, competition, and motherhood that explores the myriad ways we use and abuse "information" about others be it true, false, or imagined to sustain, and occasionally destroy, one another.

The all-American chronicle of radio legend Carol Miller, from her rise to success in a male dominated world, to the rockstars she's know along the way, to, for the first time, the private story of her quietly waged battle with a deadly disease.As one of the nation's top radio DJs, Carol Miller introduced the music of Bruce Springsteen to the New York airwaves, was on a first-name basis with Sir Paul McCartney, dated Steven Tyler, and has been recognized by the Rock and Roll Hall of Fame. Her on-air approach and singular voice have infl uenced the sound of rock radio for more than four decades, and her satellite and syndicated Get the Led Out programs are heard nationwide. In Up All Night, Carol spins the entertaining, moving, and revealing story of her life and times in rock radio and beyond. A nice Jewish girl from Queens, Carol was supposed to be a doctor or, at the very least, a lawyer. But hearing a doo-wop trio in the alley under her window changed the direction of her life forever: she fell in love with popular music. As the tumult and excitement of the sixties rocked colleges across America, Carol a biology major at the University of Pennsylvania became an underground rock DJ at the campus radio station. Radio jobs in Philadelphia and New York City quickly followed, and Carol rose to the top of the profession. But even as she enjoyed a professional and personal life imbued with rock and roll glamour, Carol harbored guilt, disappointment, and alienation, believing she'd failed her traditional, intellectual Jewish parents and often feeling like an outsider in the very culture she had helped to create. The specter of an unnamed illness that had claimed many of her relatives' lives hung over hers as well, and she too would face a monumental challenge when diagnosed with breast and uterine cancer. Told in the distinctive voice that has charmed millions of listeners for decades, Up All Night is a frank, funny, and inspiring memoir. Offering snapshots of the rarefied world of pop music and the shifting social history of our times, it is as much a cultural chronicle as it is one woman's candid and moving story.

Serial entrepreneur and journalist Shane Snow delves into the reasons why some people and some organizations are able to achieve incredible things in implausibly short time frames, showing how each of us can use these "smartcuts" to rethink convention and accelerate success.Why do some companies attract millions of customers in mere months while others flopHow did Alexander the Great, YouTube phenom Michelle Phan, and Tonight Show host Jimmy Fallon dash to the top in less time than it takes most of us to get a midlevel promotionHow do high-growth businesses, world-class heart surgeons, and underdog marketers beat the norm?Like computer hackers, a handful of innovators in every era use lateral thinking to find better routes to stunning accomplishments. Throughout history, the world's biggest successes have been achieved by those who refuse to follow the expected course and buck the norm.Smartcuts is about bucking the norm. In it, Snow shatters common wisdom about success, revealing how conventions like "paying dues" prevent progress, why kids shouldn't learn multiplication tables, and how, paradoxically, it's easier to build a huge business than a small one.Smartcuts tells the stories of innovators who dared to work differently and lays out practical takeaways for the rest of us. It's about applying entrepreneurial and technological concepts to success, and how, by emulation, we too can leapfrog competitors, grow businesses, and fix society's problems faster than we think.

Kim Kardashian is a phenomenon.Despite her privileged upbringing in Beverly Hills, ten years ago Kim was just a modest stylist to stars like Paris Hilton and Brandy, making extra money selling her clothes on eBay. But a combination of hard work, an astute business brain, a hit TV series and a body to die for turned her life around.In this revealing unauthorized biography of Kim, bestselling author Sean Smith discovers a sweet, kind, and smart young woman whose life story reads like an X-rated version of Dynasty . . . an infamous murder case, elopement, a notorious sex tape, a seventy-two-day marriage, gender transition and impossibly glamorous designer dresses.Finding love with one of the biggest stars on the planet, Kanye West, she has begun her own dynasty with her daughter, North, and the approaching birth of her son. Now, as Kim Kardashian West, she is the most photographed and talked-about celebrity of the past decade. Her following on Instagram alone exceeds 42 million, over 4 million more than the population of her home state of California.Kim Kardashian follows her extraordinary journey from her childhood and amazing family to her turbulent love life and multi-million-dollar lifestyle. It is the ultimate insight into an icon of our times.

Haven't women gotten everything they wantEconomic powerSocial influenceBusiness cloutYes, but it turns out that these fantastic gains have come at a heavy price, as consumer goods experts Michael J. Silverstein and Kate Sayre discovered in an unprecedented study of 12,000 women in forty countries.That relentless upward climb has left women feeling stressed out, time starved, and overburdened. As a result, they look to products and services that will help them claw back time, juggle multiple roles, and capture a few moments of enjoyment.Women want more much more, in every category of goods and services. And no matter what their age or economic situation or where they live in the world, women will spend trillions of dollars over the next decade on the brands that truly deliver: Home-cleaning products that enable women to do in an hour what used to take a day Financial-services products that recognize that women control half the United States' wealth Food products that help keep the whole family happy and healthy Health care services designed for working-women's hectic schedules In the coming years, women's influence will be so enormous that it will not only help bring us out of the economic downturn but also create one of the most dramatic market opportunities of our lifetime bigger than the rise of China and India; more sustainable than any bailout package.Through quantitative data, profiles of individual women, and stories of winning companies, Women Want More provides business leaders with the understanding and practices they need to capture their share of the rising "female economy."

"When I got knocked down by guys bigger than me . . . [my mother] sent me back out and demanded that I bloody their nose so I could walk down the street the next day." Joe Biden In this, the first definitive biography of Vice President Joe Biden, renowned journalist Jules Witcover examines the fascinating life of a man who, with his tenacity, outspokenness, and charming smile, has shaped Washington politics for the past forty years and who now serves as the forty-seventh vice president of the United States.Raised in the working-class towns of Scranton, Pennsylvania, and Wilmington, Delaware, and with lackluster grades in school and no particular goals other than to play sports or, fleetingly, to become a priest, Biden shocked the nation in 1972 when he became one of the youngest elected senators in U.S. history. From that point forward, he carved a legacy for himself as one of the most respected legislators in the country. Biden's record in Congress was impressive. He chaired three Senate committees, confronted Slobodan Miloevic head-on as a war criminal, and conducted the confirmation hearings of Supreme Court justices. After voting for the 2002 Senate resolution to use force in Iraq, he later called for its repeal and became an outspoken critic of the conduct of the war.Yet for all of Biden's achievements in the Senate, his life has been filled with tragedy and countless challenges. Within two months of being elected in 1972, Biden lost his wife, Neilia, and his young daughter in a tragic accident a loss that brought him to the nadir of despair and shook his resolve to stay in politics. And even after Biden vowed to continue his career, his tenure was marked by two brain aneurysms and career-threatening verbal gaffes. Then, after being considered among the front-runners in the 1988 Democratic presidential primaries, Biden was accused of plagiarism for a speech he made at the Iowa State Fair. He dropped out of the race to the sounds of Washington pundits chattering that the presidency would never be his. Through it all, Biden survived and ran and eventually dropped out again in the 2008 primaries. But even with this defeat, Barack Obama recognized Biden's vast experience in domestic and foreign affairs, and selected him to be his running mate.Joe Biden: A Life of Trial and Redemption is based on exhaustive research by one of Washington's most prolific journalists. In drawing on numerous exclusive interviews with Biden's confidants and family members, as well as President Obama and Vice President Biden, Witcover has gone beyond conventional biography to track the forces that have shaped a man who, with his plainspoken style and inspiring life story, has resonated with millions of Americans and whose work is now influencing the Obama-Biden administration and shaping America.

Create fast, scalable, and high performance applications with C#, ASP.NET Core 1.0, and MVC 6 About This Book Learn the importance of measuring, profiling, and locating the most impactful problems Discover the common areas you might encounter performance problems and areas you don’t need to worry about Understand the differences between development workstations and production infrastructure and how these can amplify problems Design workflows that run asynchronously and are resilient to transient performance issues Who This Book Is For This book is for ASP.NET and C# developers who have experience with the MVC framework for web application development and are looking to deploy applications that will perform well in live production environments. These could be virtual machines or hosted by a cloud service provider such as AWS or Azure. What You Will Learn Why performance matters and when it should be considered Use different tools to measure performance Spot common performance issues, their root causes, and how to easily mitigate them Improve performance at the network level and I/O level, and how to optimize the application as a whole Work with caching and message queuing tools, including patterns and strategies Discover the dark side of performance improvement and find out how to manage complexity Monitor performance as part of continuous integration and regression testing Assess and solve performance issues with other advanced technologies In Detail ASP.NET Core is the new, open source, and cross-platform, web-application framework from Microsoft. It's a stripped down version of ASP.NET that's lightweight and fast. This book will show you how to make your web apps deliver high performance when using it. We'll address many performance improvement techniques from both a general web standpoint and from a C#, ASP.NET Core, and .NET Core perspective. This includes delving into the latest frameworks and demonstrating software design patterns that improve performance. We will highlight common performance pitfalls, which can often occur unnoticed on developer workstations, along with strategies to detect and resolve these issues early. By understanding and addressing challenges upfront, you can avoid nasty surprises when it comes to deployment time. We will introduce performance improvements along with the trade-offs that they entail. We will strike a balance between premature optimization and inefficient code by taking a scientific- and evidence-based approach. We'll remain pragmatic by focusing on the big problems. By reading this book, you'll learn what problems can occur when web applications are deployed at scale and know how to avoid or mitigate these issues. You'll gain experience of how to write high-performance applications without having to learn about issues the hard way. You'll see what's new in ASP.NET Core, why it's been rebuilt from the ground up, and what this means for performance. You will understand how you can now develop on and deploy to Windows, Mac OS X, and Linux using cross-platform tools, such as Visual Studio Code. Style and approach Starting with a drill down into the nuts and bolts of various performance parameters, you will get an understanding of the ASP.NET MVC 6 framework with the help of rich code-based examples that will equip you to build highly scalable and optimized applications.

Build scalable microservices with Spring, Docker, and Mesos About This Book Learn how to efficiently build and implement microservices in Spring, and how to use Docker and Mesos to push the boundaries of what you thought possible Examine a number of real-world use cases and hands-on code examples. Distribute your microservices in a completely new way Who This Book Is For If you are a Spring developers and want to build cloud-ready, internet-scale applications to meet modern business demands, then this book is for you Developers will understand how to build simple Restful services and organically grow them to truly enterprise grade microservices ecosystems. What You Will Learn Get to know the microservices development lifecycle process See how to implement microservices governance Familiarize yourself with the microservices architecture and its benefits Use Spring Boot to develop microservices Find out how to avoid common pitfalls when developing microservices Be introduced to end-to-end microservices written in Spring Framework and Spring Boot In Detail The Spring Framework is an application framework and inversion of the control container for the Java platform. The framework's core features can be used by any Java application, but there are extensions to build web applications on top of the Java EE platform. This book will help you implement the microservice architecture in Spring Framework, Spring Boot, and Spring Cloud. Written to the latest specifications of Spring, you'll be able to build modern, Internet-scale Java applications in no time. We would start off with the guidelines to implement responsive microservices at scale. We will then deep dive into Spring Boot, Spring Cloud, Docker, Mesos, and Marathon. Next you will understand how Spring Boot is used to deploy autonomous services, server-less by removing the need to have a heavy-weight application server. Later you will learn how to go further by deploying your microservices to Docker and manage it with Mesos. By the end of the book, you'll will gain more clarity on how to implement microservices using Spring Framework and use them in Internet-scale deployments through real-world examples. Style and approach The book follows a step by step approach on how to develop microservices using Spring Framework, Spring Boot, and a set of Spring Cloud components that will help you scale your applications.

Get to grips with 3D printing and learn to model designs using Blender About This Book From the author who brought you the first practical look at 3D printing with 3D Printing Blueprints Get a comprehensive coverage of the prototyping techniques you need to know to start printing your own 3D designs Rekindle your mathematical genius to design personalized objects for complex puzzles Who This Book Is For If you’re new to the world of 3D printing, this is the book for you. Some basic knowledge of Blender and geometry would be helpful, but is not necessary. What You Will Learn Get to know about the different types of 3D printers and their limitations See how Y, H, and T shapes illustrate different ideas of successful 3D design for home 3D printers Set up and configure Blender to model a file for 3D printing Understand material characteristics, printing specifications, tolerances, and design tips Work through the techniques of editing complex meshes, smoothing, combining shapes, and exporting them into STL files for printing Break down complex geometries into multiple simple shapes and model them in layers using Blender Design, manipulate, and export 3D models for 3D printing with Blender Master the art of creating meshes, scaling, subdivision, and adding detail with the Boolean modifier as well as sculpting a custom shape Cut a model into small pieces and understand how to design complex interlocking joints that form a part of a jigsaw puzzle In Detail 3D printing has revolutionized the way that global industries conceptualize and design products for mass consumption. Considered as the next “trillion-dollar” business, every industry is in the race to equip its personnel with techniques to prototype and simplify complex manufacturing process. This book will take you through some simple to complex and effective principles of designing 3D printed objects using Blender. There is a comprehensive coverage of projects such as a 3D print-ready octopus pencil holder, which will teach you how to add basic geometric shapes, and use techniques such as extruding and subdividing to transform these shapes into complex meshes. Furthermore, you’ll learn to use various techniques to derive measurements for an object, model these objects using Blender, organize the parts into layers, and later combine them to create the desired object with the help of a 3D printable SD card holder ring design project. The final project will help you master the techniques of designing simple to complex puzzles models for 3D printing. Through the course of the book, we'll explore various robust sculpting methods supported by Blender to create objects. You’ll move, rotate, and scale the object, and manipulate the view. You’ll edit objects with actions such as bends or curves, similar to drawing or building up a clay structure of different shapes and sizes. By the end of the book, you will have gained thorough practical hands-on experience to be able to create a real-world 3D printable object of your choice. Style and approach This is a hands-on guide to the world of 3D printing. With the help of simple to complex projects, you'll learn various techniques to design 3D printable objects using Blender.

Over 75 practical recipes to confidently design an efficient virtual datacenter with VMware vSphere 6.x About This Book Get the first book on the market that helps you design a virtualized data center with VMware vSphere 6 Achieve enhanced compute, storage, network, and management capabilities for your virtual data center Exciting and practical recipes help you to design a virtual data easily by leveraging the features of VMware vSphere 6 Who This Book Is For If you are an administrator or consultant interested in designing virtualized datacenter environments using VMware vSphere 6.x or previous versions of vSphere and the supporting components, this book is for you. It will help both new and experienced architects deliver professional VMware vSphere virtual datacenter designs. What You Will Learn Identify key factors related to a vSphere design and apply them to every step of the design process Mitigate security risks and meet compliance requirements in a vSphere design. Create a vSphere conceptual design by identifying technical and business requirements Determine the type of database to use based on the deployment size. Design for performance, availability, recoverability, manageability, and security Map the logical resource design into the physical vSphere design Create professional vSphere design documentation to ensure a successful implementation of the vSphere design Leverage the latest vSphere 6.x features to ensure manageability, performance, availability, and security in a virtual datacenter design In Detail VMware is the industry leader in data center virtualization. The vSphere 6.x suite of products provides a robust and resilient platform to virtualize server and application workloads. With the release of 6.x a whole range of new features has come along such as ESXi Security enhancements, fault tolerance, high availability enhancements, and virtual volumes, thus simplifying the secure management of resources, the availability of applications, and performance enhancements of workloads deployed in the virtualized datacenter. This book provides recipes to create a virtual datacenter design using the features of vSphere 6.x by guiding you through the process of identifying the design factors and applying them to the logical and physical design process. You’ll follow steps that walk you through the design process from beginning to end, right from the discovery process to creating the conceptual design; calculating the resource requirements of the logical storage, compute, and network design; mapping the logical requirements to a physical design; security design; and finally creating the design documentation. The recipes in this book provide guidance on making design decisions to ensure the successful creation, and ultimately the successful implementation, of a VMware vSphere 6.x virtual data center design. Style and Approach The book follows a recipe-based approach that consists of practical recipes to effectively design a virtual data center.

Master the art of building analytical models using R About This Book Load, wrangle, and analyze your data using the world's most powerful statistical programming language Build and customize publication-quality visualizations of powerful and stunning R graphs Develop key skills and techniques with R to create and customize data mining algorithms Use R to optimize your trading strategy and build up your own risk management system Discover how to build machine learning algorithms, prepare data, and dig deep into data prediction techniques with R Who This Book Is For This course is for data scientist or quantitative analyst who are looking at learning R and take advantage of its powerful analytical design framework. It’s a seamless journey in becoming a full-stack R developer. What You Will Learn Describe and visualize the behavior of data and relationships between data Gain a thorough understanding of statistical reasoning and sampling Handle missing data gracefully using multiple imputation Create diverse types of bar charts using the default R functions Familiarize yourself with algorithms written in R for spatial data mining, text mining, and so on Understand relationships between market factors and their impact on your portfolio Harness the power of R to build machine learning algorithms with real-world data science applications Learn specialized machine learning techniques for text mining, big data, and more In Detail The R learning path created for you has five connected modules, which are a mini-course in their own right. As you complete each one, you'll have gained key skills and be ready for the material in the next module! This course begins by looking at the Data Analysis with R module. This will help you navigate the R environment. You'll gain a thorough understanding of statistical reasoning and sampling. Finally, you'll be able to put best practices into effect to make your job easier and facilitate reproducibility. The second place to explore is R Graphs, which will help you leverage powerful default R graphics and utilize advanced graphics systems such as lattice and ggplot2, the grammar of graphics. You'll learn how to produce, customize, and publish advanced visualizations using this popular and powerful framework. With the third module, Learning Data Mining with R, you will learn how to manipulate data with R using code snippets and be introduced to mining frequent patterns, association, and correlations while working with R programs. The Mastering R for Quantitative Finance module pragmatically introduces both the quantitative finance concepts and their modeling in R, enabling you to build a tailor-made trading system on your own. By the end of the module, you will be well-versed with various financial techniques using R and will be able to place good bets while making financial decisions. Finally, we'll look at the Machine Learning with R module. With this module, you'll discover all the analytical tools you need to gain insights from complex data and learn how to choose the correct algorithm for your specific needs. You'll also learn to apply machine learning methods to deal with common tasks, including classification, prediction, forecasting, and so on. Style and approach Learn data analysis, data visualization techniques, data mining, and machine learning all using R and also learn to build models in quantitative finance using this powerful language.

Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and Hadoop About This Book This is a primer on functional-programming-style techniques to help you efficiently process and analyze all of your data Get acquainted with the best and newest tools available such as Scala, Spark, Parquet and MLlib for machine learning Learn the best practices to incorporate new Big Data machine learning in your data-driven enterprise to gain future scalability and maintainability Who This Book Is For Mastering Scala Machine Learning is intended for enthusiasts who want to plunge into the new pool of emerging techniques for machine learning. Some familiarity with standard statistical techniques is required. What You Will Learn Sharpen your functional programming skills in Scala using REPL Apply standard and advanced machine learning techniques using Scala Get acquainted with Big Data technologies and grasp why we need a functional approach to Big Data Discover new data structures, algorithms, approaches, and habits that will allow you to work effectively with large amounts of data Understand the principles of supervised and unsupervised learning in machine learning Work with unstructured data and serialize it using Kryo, Protobuf, Avro, and AvroParquet Construct reliable and robust data pipelines and manage data in a data-driven enterprise Implement scalable model monitoring and alerts with Scala In Detail Since the advent of object-oriented programming, new technologies related to Big Data are constantly popping up on the market. One such technology is Scala, which is considered to be a successor to Java in the area of Big Data by many, like Java was to C/C++ in the area of distributed programing. This book aims to take your knowledge to next level and help you impart that knowledge to build advanced applications such as social media mining, intelligent news portals, and more. After a quick refresher on functional programming concepts using REPL, you will see some practical examples of setting up the development environment and tinkering with data. We will then explore working with Spark and MLlib using k-means and decision trees. Most of the data that we produce today is unstructured and raw, and you will learn to tackle this type of data with advanced topics such as regression, classification, integration, and working with graph algorithms. Finally, you will discover at how to use Scala to perform complex concept analysis, to monitor model performance, and to build a model repository. By the end of this book, you will have gained expertise in performing Scala machine learning and will be able to build complex machine learning projects using Scala. Style and approach This hands-on guide dives straight into implementing Scala for machine learning without delving much into mathematical proofs or validations. There are ample code examples and tricks that will help you sail through using the standard techniques and libraries. This book provides practical examples from the field on how to correctly tackle data analysis problems, particularly for modern Big Data datasets.

A practical, indispensable security guide that will navigate you through the complex realm of securely building and deploying systems in our IoT-connected world About This Book Learn to design and implement cyber security strategies for your organization Learn to protect cyber-physical systems and utilize forensic data analysis to beat vulnerabilities in your IoT ecosystem Learn best practices to secure your data from device to the cloud Gain insight into privacy-enhancing techniques and technologies Who This Book Is For This book targets IT Security Professionals and Security Engineers (including pentesters, security architects and ethical hackers) who would like to ensure security of their organization's data when connected through the IoT. Business analysts and managers will also find it useful. What You Will Learn Learn how to break down cross-industry barriers by adopting the best practices for IoT deployments Build a rock-solid security program for IoT that is cost-effective and easy to maintain Demystify complex topics such as cryptography, privacy, and penetration testing to improve your security posture See how the selection of individual components can affect the security posture of the entire system Use Systems Security Engineering and Privacy-by-design principles to design a secure IoT ecosystem Get to know how to leverage the burdgening cloud-based systems that will support the IoT into the future. In Detail With the advent of Intenret of Things (IoT), businesses will be faced with defending against new types of threats. The business ecosystem now includes cloud computing infrastructure, mobile and fixed endpoints that open up new attack surfaces, a desire to share information with many stakeholders and a need to take action quickly based on large quantities of collected data. . It therefore becomes critical to ensure that cyber security threats are contained to a minimum when implementing new IoT services and solutions. . The interconnectivity of people, devices, and companies raises stakes to a new level as computing and action become even more mobile, everything becomes connected to the cloud, and infrastructure is strained to securely manage the billions of devices that will connect us all to the IoT. This book shows you how to implement cyber-security solutions, IoT design best practices and risk mitigation methodologies to address device and infrastructure threats to IoT solutions. This book will take readers on a journey that begins with understanding the IoT and how it can be applied in various industries, goes on to describe the security challenges associated with the IoT, and then provides a set of guidelines to architect and deploy a secure IoT in your Enterprise. The book will showcase how the IoT is implemented in early-adopting industries and describe how lessons can be learned and shared across diverse industries to support a secure IoT. Style and approach This book aims to educate readers on key areas in IoT security. It walks readers through engaging with security challenges and then provides answers on how to successfully manage IoT security and build a safe infrastructure for smart devices. After reading this book, you will understand the true potential of tools and solutions in order to build real-time security intelligence on IoT networks.

Become an expert at using Python for advanced statistical analysis of data using real-world examples About This Book Clean, format, and explore data using graphical and numerical summaries Leverage the IPython environment to efficiently analyze data with Python Packed with easy-to-follow examples to develop advanced computational skills for the analysis of complex data Who This Book Is For If you are a competent Python developer who wants to take your data analysis skills to the next level by solving complex problems, then this advanced guide is for you. Familiarity with the basics of applying Python libraries to data sets is assumed. What You Will Learn Read, sort, and map various data into Python and Pandas Recognise patterns so you can understand and explore data Use statistical models to discover patterns in data Review classical statistical inference using Python, Pandas, and SciPy Detect similarities and differences in data with clustering Clean your data to make it useful Work in Jupyter Notebook to produce publication ready figures to be included in reports In Detail Python, a multi-paradigm programming language, has become the language of choice for data scientists for data analysis, visualization, and machine learning. Ever imagined how to become an expert at effectively approaching data analysis problems, solving them, and extracting all of the available information from your dataWell, look no further, this is the book you want! Through this comprehensive guide, you will explore data and present results and conclusions from statistical analysis in a meaningful way. You’ll be able to quickly and accurately perform the hands-on sorting, reduction, and subsequent analysis, and fully appreciate how data analysis methods can support business decision-making. You’ll start off by learning about the tools available for data analysis in Python and will then explore the statistical models that are used to identify patterns in data. Gradually, you’ll move on to review statistical inference using Python, Pandas, and SciPy. After that, we’ll focus on performing regression using computational tools and you’ll get to understand the problem of identifying clusters in data in an algorithmic way. Finally, we delve into advanced techniques to quantify cause and effect using Bayesian methods and you’ll discover how to use Python’s tools for supervised machine learning. Style and approach This book takes a step-by-step approach to reading, processing, and analyzing data in Python using various methods and tools. Rich in examples, each topic connects to real-world examples and retrieves data directly online where possible. With this book, you are given the knowledge and tools to explore any data on your own, encouraging a curiosity befitting all data scientists.