Get command of your organizational Big Data using the power of data science and analytics About This Book ? A perfect companion to boost your Big Data storing, processing, analyzing skills to help you take informed business decisions ? Work with the best tools such as Apache Hadoop, R, Python, and Spark for NoSQL platforms to perform massive online analyses ? Get expert tips on statistical inference, machine learning, mathematical modeling, and data visualization for Big Data Who This Book Is For The book is intended for existing and aspiring Big Data professionals who wish to become the go-to person in their organization when it comes to Big Data architecture, analytics, and governance. While no prior knowledge of Big Data or related technologies is assumed, it will be helpful to have some programming experience. What You Will Learn ? Get a 360-degree view into the world of Big Data, data science and machine learning ? Broad range of technical and business Big Data analytics topics that caters to the interests of the technical experts as well as corporate IT executives ? Get hands-on experience with industry-standard Big Data and machine learning tools such as Hadoop, Spark, MongoDB, KDB+ and R ? Create production-grade machine learning BI Dashboards using R and R Shiny with step-by-step instructions ? Learn how to combine open-source Big Data, machine learning and BI Tools to create low-cost business analytics applications ? Understand corporate strategies for successful Big Data and data science projects ? Go beyond general-purpose analytics to develop cutting-edge Big Data applications using emerging technologies In Detail Big Data analytics relates to the strategies used by organizations to collect, organize and analyze large amounts of data to uncover valuable business insights that otherwise cannot be analyzed through traditional systems. Crafting an enterprise-scale cost-efficient Big Data and machine learning solution to uncover insights and value from your organization's data is a challenge. Today, with hundreds of new Big Data systems, machine learning packages and BI Tools, selecting the right combination of technologies is an even greater challenge. This book will help you do that. With the help of this guide, you will be able to bridge the gap between the theoretical world of technology with the practical ground reality of building corporate Big Data and data science platforms. You will get hands-on exposure to Hadoop and Spark, build machine learning dashboards using R and R Shiny, create web-based apps using NoSQL databases such as MongoDB and even learn how to write R code for neural networks. By the end of the book, you will have a very clear and concrete understanding of what Big Data analytics means, how it drives revenues for organizations, and how you can develop your own Big Data analytics solution using different tools and methods articulated in this book. Style and approach This book equips you with a knowledge of various NoSQL tools, R, Python programming, cloud platforms, and techniques so you can use them to store, analyze, and deliver meaningful insights from your data.

Learn the techniques for object recognition, 3D reconstruction, stereo imaging, and other computer vision applications using examples on different functions of OpenCV. About This Book ? Learn how to apply complex visual effects to images with OpenCV 3.x and Python ? Extract features from an image and use them to develop advanced applications ? Build algorithms to help you understand image content and perform visual searches ? Get to grips with advanced techniques in OpenCV such as machine learning, artificial neural network, 3D reconstruction, and augmented reality Who This Book Is For This book is intended for Python developers who are new to OpenCV and want to develop computer vision applications with OpenCV and Python. This book is also useful for generic software developers who want to deploy computer vision applications on the cloud. It would be helpful to have some familiarity with basic mathematical concepts such as vectors, matrices, and so on. What You Will Learn ? Detect shapes and edges from images and videos ? How to apply filters on images and videos ? Use different techniques to manipulate and improve images ? Extract and manipulate particular parts of images and videos ? Track objects or colors from videos ? Recognize specific object or faces from images and videos ? How to create Augmented Reality applications ? Apply artificial neural networks and machine learning to improve object recognition In Detail Computer vision is found everywhere in modern technology. OpenCV for Python enables us to run computer vision algorithms in real time. With the advent of powerful machines, we have more processing power to work with. Using this technology, we can seamlessly integrate our computer vision applications into the cloud. Focusing on OpenCV 3.x and Python 3.6, this book will walk you through all the building blocks needed to build amazing computer vision applications with ease. We start off by manipulating images using simple filtering and geometric transformations. We then discuss affine and projective transformations and see how we can use them to apply cool advanced manipulations to your photos like resizing them while keeping the content intact or smoothly removing undesired elements. We will then cover techniques of object tracking, body part recognition, and object recognition using advanced techniques of machine learning such as artificial neural network. 3D reconstruction and augmented reality techniques are also included. The book covers popular OpenCV libraries with the help of examples. This book is a practical tutorial that covers various examples at different levels, teaching you about the different functions of OpenCV and their actual implementation. By the end of this book, you will have acquired the skills to use OpenCV and Python to develop real-world computer vision applications. Style and approach The book is a practical tutorial that covers various examples at different levels, teaching you about the different functions of OpenCV and their actual implementation.

Transform yourself into a Kubernetes specialist in serverless applications. About This Book ? Get hands-on experience in installing, configuring, and using services such as Kubeless, Funktion, OpenWhisk, and Fission ? Learn how to launch Kubernetes both locally and in public clouds ? Explore the differences between using services such as AWS Lambda and Azure Functions and running your own Who This Book Is For If you are a DevOps engineer, cloud architect, or a stakeholder keen to learn about serverless functions in Kubernetes environments, then this book is for you. What You Will Learn ? Get a detailed analysis of serverless/Functions as a Service ? Get hands-on with installing and running tasks in Kubernetes using Minikube ? Install Kubeless locally and launch your first function. ? Launch Kubernetes in the cloud and move your applications between your local machine and your cloud cluster ? Deploy applications on Kubernetes using Apache OpenWhisk ? Explore topics such as Funktion and Fission installation on the cloud followed by launching applications ? Monitor a serverless function and master security best practices and Kubernetes use cases In Detail Kubernetes has established itself as the standard platform for container management, orchestration, and deployment. It has been adopted by companies such as Google, its original developers, and Microsoft as an integral part of their public cloud platforms, so that you can develop for Kubernetes and not worry about being locked into a single vendor. This book will initially start by introducing serverless functions. Then you will configure tools such as Minikube to run Kubernetes. Once you are up-and-running, you will install and configure Kubeless, your first step towards running Function as a Service (FaaS) on Kubernetes. Then you will gradually move towards running Fission, a framework used for managing serverless functions on Kubernetes environments. Towards the end of the book, you will also work with Kubernetes functions on public and private clouds. By the end of this book, we will have mastered using Function as a Service on Kubernetes environments. Style and approach A clear, concise, and straightforward book that will empower you work with clusters and run serverless functions effectively.

Take a deep dive into building data-driven test frameworks using Selenium WebDriver About This Book ? A comprehensive guide to designing data-driven test frameworks using the Selenium 3 WebDriver API, AppiumDriver API, Java-Bindings, and TestNG ? Learn how to use Selenium Page Object Design Patterns and D.R.Y. (Don’t Repeat Yourself) Approaches to software development in automated testing ? Discover the Selenium Grid Architecture and build your own grid for browser and mobile devices ? Use third party tools and services like ExtentReports for results processing, reporting, and SauceLabs for cloud-based test services Who This Book Is For This book is intended for software quality assurance/testing professionals, software project managers, or software developers with prior experience in using Selenium and Java to test web-based applications.This book is geared towards the quality assurance and development professionals responsible for designing and building enterprise-based testing frameworks.The user should have a working knowledge of the Java, TestNG, and Selenium technologies What You Will Learn ? Design the Selenium Driver Class for local, remote, and third party grid support ? Build Page Object Classes using the Selenium Page Object Model ? Develop Data-Driven Test Classes using the TestNG framework ? Encapsulate Data using the JSON Protocol ? Build a Selenium Grid for RemoteWebDriver Testing ? Construct Utility Classes for use in Synchronization, File I/O, Reporting and Test Listener Classes ? Run the sample framework and see the benefits of a live data-driven framework in real-time In Detail The Selenium WebDriver 3.x Technology is an open source API available to test both Browser and Mobile applications. It is completely platform independent in that tests built for one browser or mobile device, will also work on all other browsers and mobile devices. Selenium supports all major development languages which allow it to be tied directly into the technology used to develop the applications. This guide will provide a step-by-step approach to designing and building a data-driven test framework using Selenium WebDriver, Java, and TestNG. The book starts off by introducing users to the Selenium Page Object Design Patterns and D.R.Y Approaches to Software Development. In doing so, it covers designing and building a Selenium WebDriver framework that supports both Browser and Mobile Devices. It will lead the user through a journey of architecting their own framework with a scalable driver class, Java utility classes, JSON Data Provider, Data-Driven Test Classes, and support for third party tools and plugins. Users will learn how to design and build a Selenium Grid from scratch to allow the framework to scale and support different browsers, mobile devices, versions, and platforms, and how they can leverage third party grids in the Cloud like SauceLabs. Other topics covered include designing abstract base and sub-classes, inheritance, dual-driver support, parallel testing, testing multi-branded applications, best practices for using locators, and data encapsulation. Finally, you will be presented with a sample fully-functional framework to get them up and running with the Selenium WebDriver for browser testing. By the end of the book, you will be able to design your own automation testing framework and perform data-driven testing with Selenium WebDriver. Style and approach A comprehensive approach to designing data-driven test frameworks using the Selenium 3 WebDriver API, Java-Bindings, and TestNG Technologies

Discover Android programming and web development by understanding the concepts of Kotlin Programming About This Book ? Practical solutions to your common programming problems with Kotlin 1.1 ? Leverage the functional power of Kotlin to ease your Android application development ? Learn to use Java code in conjunction with Kotlin Who This Book Is For This book will appeal to Kotlin developers keen to find solutions for their common programming problems. Java programming knowledge would be an added advantage. What You Will Learn ? Understand the basics and object-oriented concepts of Kotlin Programming ? Explore the full potential of collection frameworks in Kotlin ? Work with SQLite databases in Android, make network calls, and fetch data over a network ? Use Kotlin's Anko library for efficient and quick Android development ? Uncover some of the best features of Kotlin: Lambdas and Delegates ? Set up web service development environments, write servlets, and build RESTful services with Kotlin ? Learn how to write unit tests, integration tests, and instrumentation/acceptance tests. In Detail The Android team has announced first-class support for Kotlin 1.1. This acts as an added boost to the language and more and more developers are now looking at Kotlin for their application development. This recipe-based book will be your guide to learning the Kotlin programming language. The recipes in this book build from simple language concepts to more complex applications of the language. After the fundamentals of the language, you will learn how to apply the object-oriented programming features of Kotlin 1.1. Programming with Lambdas will show you how to use the functional power of Kotlin. This book has recipes that will get you started with Android programming with Kotlin 1.1, providing quick solutions to common problems encountered during Android app development. You will also be taken through recipes that will teach you microservice and concurrent programming with Kotlin. Going forward, you will learn to test and secure your applications with Kotlin. Finally, this book supplies recipes that will help you migrate your Java code to Kotlin and will help ensure that it's interoperable with Java. Style and approach This book explains concepts related to Kotlin Programming using a practical approach and with the help of easy-to-follow recipes.

The common patterns and practices of the microservice architecture and their application using the Clojure programming language. About This Book ? Relevance of the microservice architecture and benefits of Clojure's functional and simple features to implement it. ? Learn best practices and common principles to avoid common pitfalls while developing microservices. ? Learn how to use Pedestal to build your next microservices, secure them using JWT, and monitor them using the ELK stack Who This Book Is For You should have a working knowledge of programming in Clojure. However, no knowledge of RESTful architecture, microservices, or web services is expected. If you are looking to apply techniques to your own projects, taking your first steps into microservice architecture, this book is for you. What You Will Learn ? Explore the pros and cons of monolithic and microservice architectures ? Use Clojure to effectively build a reallife application using Microservices ? Gain practical knowledge of the Clojure Pedestal framework and how to use it to build Microservices ? Explore various persistence patterns and learn how to use Apache Kafka to build event-driven microservice architectures ? Secure your Microservices using JWT ? Monitor Microservices at scale using the ELK stack ? Deploy Microservices at scale using container orchestration platforms such as Kubernetes In Detail The microservice architecture is sweeping the world as the de facto pattern with which to design and build scalable, easy-tomaintain web applications. This book will teach you common patterns and practices, and will show you how to apply these using the Clojure programming language. This book will teach you the fundamental concepts of architectural design and RESTful communication, and show you patterns that provide manageable code that is supportable in development and at scale in production. We will provide you with examples of how to put these concepts and patterns into practice with Clojure. This book will explain and illustrate, with practical examples, how teams of all sizes can start solving problems with microservices. You will learn the importance of writing code that is asynchronous and non-blocking and how Pedestal helps us do this. Later, the book explains how to build Reactive microservices in Clojure that adhere to the principles underlying the Reactive Manifesto. We finish off by showing you various ways to monitor, test, and secure your microservices. By the end, you will be fully capable of setting up, modifying, and deploying a microservice with Clojure and Pedestal. Style and approach This book highlights the merits of the microservice architecture and its implementation with Clojure. Learn to implement microservices by migrating a monolithic application to a microservice-based architecture.

Learn to use AWS IoT services to build your connected applications with the help of this comprehensive guide. About This Book ? Gets you started with AWS IoT and its functionalities ? Learn different modules of AWS IoT with practical use cases. ? Learn to secure your IoT communication Who This Book Is For This book is for anyone who wants to get started with the AWS IoT Suite and implement it with practical use cases. This book acts as an extensive guide, on completion of which you will be in a position to start building IoT projects using AWS IoT platform and using cloud services for your projects. What You Will Learn ? Implement AWS IoT on IoT projects ? Learn the technical capabilities of AWS IoT and IoT devices ? Create IoT-based AWS IoT projects ? Choose IoT devices and AWS IoT platforms to use based on the kind of project you need to build ? Deploy AWS Greengrass and AWS Lambda ? Develop program for AWS IoT Button ? Visualize IoT AWS data ? Build predictive analytics using AWS IoT and AWS Machine Learning In Detail The Internet of Things market increased a lot in the past few years and IoT development and its adoption have showed an upward trend. Analysis and predictions say that Enterprise IoT platforms are the future of IoT. AWS IoT is currently leading the market with its wide range of device support SDKs and versatile management console. This book initially introduces you to the IoT platforms, and how it makes our IoT development easy. It then covers the complete AWS IoT Suite and how it can be used to develop secure communication between internet-connected things such as sensors, actuators, embedded devices, smart applications, and so on. The book also covers the various modules of AWS: AWS Greengrass, AWS device SDKs, AWS IoT Platform, AWS Button, AWS Management consoles, AWS-related CLI, and API references, all with practical use cases. Near the end, the book supplies security-related best practices to make bi-directional communication more secure. When you've finished this book, you'll be up-and-running with the AWS IoT Suite, and building IoT projects. Style and approach This book is a step-by-step practical guide that helps you learn AWS IoT quickly.

Rescued by the tycoon next door! An unexpected knock at the door turns reclusive billionaire Patrick Fitzsimon’s life upside down! He’s closed himself off from the world after a family tragedy, but intriguing neighbour Aideen Ryan needs help, and Patrick can’t say no… After a business partnership turned relationship turned disaster, Aideen has sworn off romance. When Patrick whisks her away to Paris on a mission to save her business, she soon finds him equally infuriating and enticing! Aideen’s head may be telling her to keep her distance from Patrick, but her heart begs to draw closer…

TEMPTED BY THE TEXAN Wealthy rancher Jaron Lambert wants more than just one night with Mariah Stanton, but his dark past and their age difference hold him back. What will it take to push past his boundaries? Mariah’s about to find out… NEEDED: ONE CONVENIENT HUSBAND To collect her inheritance, Eva Atraeus only has three weeks to marry. Billionaire banker Kyle Messena, the trustee of the will and her first love, rejects every potential groom…until he’s the only one left! How convenient…

A baby in need—and one special nurse—tame a wealthy doctor in this Texas Cattleman’s Club novel from USA TODAY bestselling author Michelle Celmer! Pediatrician Parker Reese likes to play the field and usually has women at his beck and call. Until caring for a newborn in crisis sets him on a collision course with beautiful but standoffish nurse Clare Connelly. He’s willing to wager he can seduce her despite herself. But as they bond over healing the baby, the question becomes: Who’s seducing whom? Soon all bets are off, but can Clare trust her heart to this player or is it just a game?

New York Times bestselling author B.J. Daniels continues her acclaimed Cardwell Ranch series with the spellbinding story of a woman who needs a hero—and the Texas tycoon hot on her trail The last of his clan to come home to Big Sky, Montana, Laramie Cardwell wasn’t planning to spend the holidays chasing an elusive cat burglar. He’s stunned to discover that the masked, black-clad figure he tackles to the snowy ground is a woman. After a distracting and sizzling kiss, she flees Laramie, who's knocked senseless by the culprit. Even though he managed to hold on to the stash in the melee, the sexy thief single-handedly stole Laramie's heart! Now he’ll move any mountain to capture the mystery woman whose kiss still smoulders on his lips.

Dangerous secrets Back home in Serenity, Jamie Lynn Henderson’s determined to prove her brother was framed for the town sheriff’s hit-and-run death years ago. But as she encounters dead end after dead end, Jamie Lynn discovers someone will go to any lengths—even murder—to bury the evidence. Her only hope of staying alive long enough to uncover the truth is Shane Colton, the late lawman's wary son. Shane’s world was shattered by one senseless act that he can’t forgive. But somehow, he is drawn to protect the lovely woman trying to free her brother from prison. If they don’t work fast, Jamie Lynn’s single-minded quest might lead them both into the killer’s trap.

She's everything he didn't want…and exactly what he needs McCarthy Temple, the last unmarried Temple brother, was happy with his safe, predictable world. He had his family, his accounting business and his numbers. He didn't need love. He already had it all…except an assistant. Jacqueline Aimes was the least likely candidate. She was overqualified, gorgeous and only staying in Kilgore long enough to sell her parents' land. But as Jacqueline starts to permeate every aspect of his life, Mac finds it harder and harder to imagine life without her. Jacqueline's passion is her work for children in international war zones, though, not small-town living. So Mac has to find a Texas-size miracle to get her to stay…

A Broken Seal Ex-Navy SEAL Wiley James is lucky to be alive, but the war destroyed his health, his confidence and his livelihood. Now, back at his family’s Montana ranch, Wiley struggles to find new purpose. Instead he finds an old childhood pal—little Macy Shelton, who has grown into a beautiful woman. Wiley knows he should steer clear of the cheery single mom…if only she’d let him. Macy doesn’t recognize this new Wiley. A bitter stranger has replaced the young man she fell for as a teen. Though Macy’s heart still wants so much more, what Wiley needs most right now is a friend, and Macy is the only one he’ll let in. Her friendship is a lifeline, but will Macy’s love be the one thing that can finally help Wiley begin to heal?

A baby to cherish Home from the war, army nurse Thea Miller is determined to adopt her late sister’s baby and begin a new life. But someone else has the same intentions—the town sheriff and Thea's old friend, Mack Worthington. Now in order to keep her niece in the family, Thea must reach an agreement with him. Mack isn't sure Thea—whose actions once hurt him badly—is committed to baby Sarah. And a judge may never approve a single parent adoption for either of them. But what if they got married? It would be a marriage in name only. Yet the more time Mack spends with Thea, the more he begins to believe their pretend family can become the real one they’ve both been longing for.

Rudyard Kipling’s classic collection of fables gets reimagined in this deluxe four-color collectible volume, featuring stunning new artwork and nine interactive elements crafted by MinaLima Design, the award-winning design studio behind the graphics for the Harry Potter film franchise and the illustrated classic Peter Pan.Since its publication in 1894, Rudyard Kipling’s beloved masterpiece The Jungle Book has been celebrated by generations of readers. Composed of seven tales, each one accompanied by a poem, The Jungle Book introduces a lush, colorful world full of adventure and danger. The first three tales include some of the most charming and unforgettable characters in literature—the man-cub Mowgli, the black panther Bagheera, the wise brown bear Baloo, and the ruthless tiger Shere Khan. The other four tales each tell the story of a different animal, such as the travels of the white seal Kotick; the battle between the courageous mongoose Rikki-Tikki-Tavi and the deadly cobra Nag; Toomai and the elephant dance; and the camp animals of the queen’s guard.The second volume in Harper Design’s newest series of deluxe reimagined children’s classics, this beautiful unabridged edition takes readers deep into the heart of the Indian jungle with specially commissioned four-color illustrations and nine exclusive interactive features that will delight readers, including a map of the lost Indian city where Mowgli is taken by the monkeys; a trifold detailing the Laws of the Jungle; a spinning dial of the elephant dance; and a map of Kotick’s route to find a new home.Beautifully designed, this keepsake illustrated edition will be treasured by readers of all ages.

A deluxe Harper Perennial Legacy Edition, with an introduction from John Swansburg, Deputy Editor at SlateOne of the best-selling books of all time, Lew Wallace’s enduring epic is a tale of revenge, betrayal, honor, compassion and the power of forgiveness, set during the life of Christ.At the beginning of the first century, Judah Ben-Hur lived as a prince, descended from the royal line of Judea and one of Jerusalem’s most prosperous merchant families. But his world falls apart when he is betrayed by his best friend, Messala, who falsely accuses him of an attempt to assassinate the Roman governor.Convicted without trial, Judah is sentenced to slavery on a Roman galley, while his mother and sister are imprisoned and his family’s assets are seized. All seems lost, but just before boarding the ship, Ben-Hur has his first interaction with the Christ, who offers him water and hope. Their lives continue to intersect as Ben-Hur miraculously survives his time as a slave to become a charioteer, confront his betrayer, Messala, in an epic race, fall in love with the beautiful Esther, avenge his family, and become a follower of the Christ.A true epic, Ben-Hur weaves biblical history and a rich adventure plot into a timeless tale certain to entertain a new generation of readers.

In her acclaimed 1993 book Denying the Holocaust, Deborah Lipstadt called David Irving, a prolific writer of books on World War II, “one of the most dangerous spokespersons for Holocaust denial.” The following year, after Lipstadt’s book was published in the United Kingdom, Irving led a libel suit against Lipstadt and her publisher. She prepared her defense with the help of a first-rate team of solicitors, historians, and experts, and a dramatic trial unfolded.Denial, previously published as History on Trial, is Lipstadt’s riveting, blow- by-blow account of this singular legal battle, which resulted in a formal denunciation of a Holocaust denier that crippled the movement for years to come. Lipstadt’s victory was proclaimed on the front page of major news- papers around the world, such as The Times (UK), which declared that “history has had its day in court and scored a crushing victory.”

Step inside the world of the talented art departments who, led by Academy Award?-winning production designer Stuart Craig, were responsible for the creation of the unforgettable characters, locations and beasts from the eagerly anticipated new adventure in J.K. Rowling’s Wizarding World.The Art of Fantastic Beasts and Where to Find Them, edited by Dermot Power, concept artist on the film, takes you on a magical journey through a design process every bit as wonderful as that encountered by Newt Scamander in the wizarding world: from the earliest gatherings of the artists, designers and filmmakers to the magical time of the film’s production itself at Leavesden Studios.Bursting with hundreds of production paintings, concept sketches, storyboards, blueprints and matte paintings, and filled with unique insights about the filmmaking journey from Stuart Craig and the artists themselves, this superb book – officially licensed by Warner Bros. Consumer Products – presents a visual feast for readers, and will welcome fans of Harry Potter films into the world of Fantastic Beasts and Where to Find Them.

FOR HER DAUGHTER Laura Jessup is used to the rumors--everyone in tiny Gibson, Montana, thinks she's a home-wrecker. And Laura can handle that if it means protecting her daughter from her sweet girl's father. Only hunky EMT Tanner Hudson seems immune to the gossipmongers. The solution he proposes--a marriage in name only!--might just be crazy enough to work...if only Laura can keep her heart out of it. Tanner wasn't sure Laura would accept a platonic marriage, even though it would stop the rumor mills and get his own family off his back. But as the wedding draws closer, Tanner worries that his plan is working a little too well. He's falling for Laura, hard. They thought they were ready for marriage, but are Tanner and Laura prepared for real love?

Accidental family? For one crazy night, Annabeth Upton lets loose to forget her worries: Grandma Flo's medical bills, little Cody’s stutter, the challenges of being a school principal and a single mom. Then Ryder Boone steps in to protect her from a rowdy bar patron…and in a hot half-hour they create the biggest worry of all. Two of them, actually! Ryder was always the rebel of the Boone family, but he does the right thing and proposes. Annabeth says yes—but thinks the marriage is temporary, meant to save her from scandal. But the last thing she wants is to force Ryder into a loveless marriage forever, so she gives him an opt-clause. The only problem is that as they grow even closer, she doesn’t want him to leave!