Expert tabular modeling techniques for building and deploying cutting-edge business analytical reporting solutions About This Book Build and deploy Tabular Model projects from relational data sources Leverage DAX and create high-performing calculated fields and measures Create ad-hoc reports based on a Tabular Model solution Useful tips to monitor and optimize your tabular solutions Who This Book Is For This book is for SQL BI professionals and Architects who want to exploit the full power of the new Tabular models in Analysis Services. Some knowledge of previous versions of Analysis services would be helpful but is not essential. What You Will Learn Learn all about Tabular services mode and how it speeds up development Build solutions using sample datasets Explore built-in actions and transitions in SSAS 2016 Implement row-column, and role-based security in a Tabular Data model Realize the benefits of in-memory and DirectQuery deployment modes Get up to date with the new features added to SQL Server 2016 Analysis Services Optimize Data Models and Relationships Usage In Detail SQL Server Analysis Service (SSAS) has been widely used across multiple businesses to build smart online analytical reporting solutions. It includes two different types of modeling for analysis services: Tabular and Multi Dimensional. This book covers Tabular modeling, which uses tables and relationships with a fast in-memory engine to provide state of the art compression algorithms and query performance. The book begins by quickly taking you through the concepts required to model tabular data and set up the necessary tools and services. As you learn to create tabular models using tools such as Excel and Power View, you’ll be shown various strategies to deploy your model on the server and choose a query mode (In-memory or DirectQuery) that best suits your reporting needs. You’ll also learn how to implement key and newly introduced DAX functions to create calculated columns and measures for your model data. Last but not least, you’ll be shown techniques that will help you administer and secure your BI implementation along with some widely used tips and tricks to optimize your reporting solution. By the end of this book, you’ll have gained hands-on experience with the powerful new features that have been added to Tabular models in SSAS 2016 and you’ll be able to improve user satisfaction with faster reports and analytical queries. Style and approach This book takes a practical, recipe-based approach where each recipe lists the steps to address or implement a solution. You will be provided with several approaches to creating a business intelligence semantic model using analysis services.

Understand everything you need to know about Oracle’s Integration Cloud Service and how to utilize it optimally for your business About This Book The only guide to Integration Cloud Service in the market Focused on practical action to deliver business value A professional’s guide to an expensive product, providing comprehensive training, and showing how to extract real business value from the product Who This Book Is For This book is ideal for any IT professional working with ICS, any Oracle application or cloud solution developer or analyst who wants to work with ICS to deliver business value. What You Will Learn Use ICS to integrate different systems together without needing to be a developer Gain understanding of what a number of technologies and standards provide – without needing to understand the fine details of those standards and technologies Understand the use of connectors that Oracle provide from technology based connections such as file and database connections to SaaS solutions ranging from Salesforce to Twitter Enrich data and extend SaaS integration to route to different instances Utilize a number of tools to help develop and check that your integrations work before connecting to live systems Introduce and explain integration concepts so that the integrations created are maintainable and sustainable for the longer term Provide details on how to keep up to date with the features that Oracle and partners provide in the future Get special connections developed to work with ICS In Detail Businesses are built on data, and applications that access that data. In modern businesses the same cloud-based data stores and applications might be accessed by hundreds of different applications from thousands of different devices via APIs. To make this happen, APIs must be wired together i.e. integrated. Oracle Integration Cloud Service provides a complete method for integrating enterprise applications in the cloud. Integration Cloud Service (ICS) provides a cloud hosted means to integrate systems together using a graphical means to define and represent integrations. This book will be a comprehensive, hands-on guide to building successful, high-availability integrations on ICS. This book sets out to demonstrate how ICS can be used to effectively implement integrations that work both in the cloud and on premise. It starts with a fast, practical introduction to what ICS can do for your business and then shows how ICS allows you to develop integrations not only quickly but in a way that means they are maintainable and extensible. Gradually it moves into more advanced integrations, showing how to achieve sophisticated results with ICS and work with external applications. Finally the book shows you how to monitor cloud apps and go beyond ICS to build even more powerful integrated applications. By the end of the book, you will the knowledge on how to use ICS to solve your own integration needs and harness the technologies in a maintainable and sustainable manner. Style and approach This book will take a pragmatic approach and will be a business-focused guide to delivering business value with ICS.

Discover over 70 recipes that provide the solutions you need to know to face every challenge in Angular 2 head on About This Book · A first-rate reference guide with a clear structure and intuitive index that gives you as a developer exactly the information you want in exactly the way you want it · Covers no legacy material from the outdated Angular release candidates; it is up-to-date with the latest release of Angular 2.4 · All the code in the book is explicitly written out, and every piece of code shown is a step towards building a simple working example Who This Book Is For This book is for developers who are competent with JavaScript and are looking to dive headfirst into the TypeScript edition of Angular 2. This book is also geared towards developers with experience in Angular 1 who are looking to make the transition. What You Will Learn · Understand how to best move an Angular 1 application to Angular 2 · Build a solid foundational understanding of the core elements of Angular 2 such as components, forms, and services · Gain an ability to wield complex topics such as Observables and Promises · Properly implement applications utilizing advanced topics such as dependency injection · Know how to maximize the performance of Angular 2 applications · Understand the best ways to take an Angular 2 application from TypeScript in a code editor to a fully function application served on your site · Get to know the best practices when organizing and testing a large Angular 2 application In Detail Angular 2 introduces an entirely new way to build applications. It wholly embraces all the newest concepts that are built into the next generation of browsers, and it cuts away all the fat and bloat from Angular 1. This book plunges directly into the heart of all the most important Angular 2 concepts for you to conquer. In addition to covering all the Angular 2 fundamentals, such as components, forms, and services, it demonstrates how the framework embraces a range of new web technologies such as ES6 and TypeScript syntax, Promises, Observables, and Web Workers, among many others. This book covers all the most complicated Angular concepts and at the same time introduces the best practices with which to wield these powerful tools. It also covers in detail all the concepts you'll need to get you building applications faster. Oft-neglected topics such as testing and performance optimization are widely covered as well. A developer that reads through all the content in this book will have a broad and deep understanding of all the major topics in the Angular 2 universe. Style and approach This book follows a cookbook approach—each recipe presents a unique problem to which the solution is presented in a clear, concise, and manner step-by-step manner. With practical hands-on guidance in each and every recipe, you’ll be able to get to grips with the concepts.

A concise, fast-paced guide to orchestrating and deploying scalable services with Docker About This Book Explore the new features added to the core Docker Engine to make multi-container orchestration easy Leverage tools such as Docker Machine, Swarm, Compose, and third-party tools such as Kubernetes, Mesosphere, and CoreOS to orchestrate containers Use Docker Compose with Swarm and apply rolling updates for zero downtime deployments Who This Book Is For This book is aimed at Sysadmins and DevOps engineers who know what Docker does and are now looking to manage multiple containers on multiple hosts using the orchestration feature. What You Will Learn Build scalable, reliable services with Docker See how to manage a service in Docker using Docker Swarm, Kubernetes, and Mesosphere Discover simpler orchestration tools such as CoreOS/Fleet and Rancher Cattle Understand cluster-wide logging, system monitoring, and troubleshooting Build, test, and deploy containers using Continuous Integration Deploy cluster hosts on cloud services and automate your infrastructure In Detail Docker orchestration is what you need when transitioning from deploying containers individually on a single host to deploying complex multi-container apps on many machines. This book covers the new orchestration features of Docker 1.12 and helps you efficiently build, test, and deploy your application using Docker. You will be shown how to build multi-container applications using Docker Compose. You will also be introduced to the building blocks for multi-host Docker clusters such as registry, overlay networks, and shared storage using practical examples. This book gives an overview of core tools such as Docker Machine, Swarm, and Compose which will enhance your orchestration skills. You’ll learn how to set up a swarm using the decentralized building block. Next, you’ll be shown how to make the most out of the in-built orchestration feature of Docker engine and you’ll use third-party tools such as Kubernetes, Mesosphere, and CoreOS to orchestrate your existing process. Finally, you will learn to deploy cluster hosts on cloud services and automate your infrastructure. Style and approach This comprehensive guide will take you through the orchestration feature of Docker. Using practical examples, you will discover various tools that can be used to manage multiple containers with ease.

Build customized themes to make your Moodle courses engaging and interactive About This Book Leverage the power of Moodle 3 to create interactive and engaging themes for your courses Experience and integrate the power of Bootstrap and CSS into your Moodle app Implement your plans with illustrative examples to become a top notch designer Who This Book Is For If you are a Moodle administrator, developer, or designer and wish to enhance your Moodle site to make it visually attractive, then this book is for you. You should be familiar with web design techniques such as HTML and further experience with CSS would be helpful. What You Will Learn Plan a personalized Moodle theme from start to finish Install a Moodle theme in different operating systems and change Moodle’s theme settings Add your own customized logo and test your changes in several web browsers Customize the Moodle site to fit in with other elements such as websites and social networks, among others Create a design mock-up using graphics software Design themes that are capable of working with a huge number of different resolutions, screen sizes, screen orientations, and pixel densities Work with code to adjust the theme to users requirements Create new custom icons for your theme In Detail Theming is one of the main features of Moodle, and it can be used to customize your online courses and make them look exactly how you want them to,according to your target audience. If you have been looking for a book that will help you develop Moodle themes that you are proud of, and that your students will enjoy, then this is the book for you. We start off by introducing Moodle 3 and explaining what it is, how it works, and what tools you might need to create a stunning Moodle theme. We then show you how to choose and change the pre-installed Moodle themes in detailed steps, and explain what Moodle themes are and how they work. Next, we show you how to change an existing theme and test the changes that you have made. You can not only plan the customization of theme, but also tailor it using advanced Moodle theming processes; this book is your one-stop guide to creating your own personalized Moodle 3 theme. Style and approach This book acts as a comprehensive guide which helps you to create visually stunning and responsive themes to add that extra edge to your Moodle apps.

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.

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.

Bring life to your robot using ROS robotic applications About This Book .This book will help you boost your knowledge of ROS and give you advanced practical experience you can apply to your ROS robot platforms.This is the only book that offers you step-by-step instructions to solidify your ROS understanding and gain experience using ROS tools.From eminent authors, this book offers you a plethora of fun-filled examples to make your own quadcopter, turtlebot, and two-armed robots Who This Book Is For If you are a robotics developer, whether a hobbyist, researchers or professional, and are interested in learning about ROS through a hands-on approach, then this book is for you. You are encouraged to have a working knowledge of GNU/Linux systems and Python. What You Will Learn .Get to know the fundamentals of ROS and apply its concepts to real robot examples.Control a mobile robot to navigate autonomously in an environment.Model your robot designs using URDF and Xacro, and operate them in a ROS Gazebo simulation.Control a 7 degree-of-freedom robot arm for visual servoing.Fly a quadcopter to autonomous waypoints.Gain working knowledge of ROS tools such as Gazebo, rviz, rqt, and Move-It.Control robots with mobile devices and controller boards In Detail The visionaries who created ROS developed a framework for robotics centered on the commonality of robotic systems and exploited this commonality in ROS to expedite the development of future robotic systems. From the fundamental concepts to advanced practical experience, this book will provide you with an incremental knowledge of the ROS framework, the backbone of the robotics evolution. ROS standardizes many layers of robotics functionality from low-level device drivers to process control to message passing to software package management. This book provides step-by-step examples of mobile, armed, and flying robots, describing the ROS implementation as the basic model for other robots of these types. By controlling these robots, whether in simulation or in reality, you will use ROS to drive, move, and fly robots using ROS control. Style and approach This is an easy-to-follow guide with hands-on examples of ROS robots, both real and in simulation.

Celebrate the magic of Christmas in Haven Point with New York Times bestselling author RaeAnne Thayne, where hope, home and happily-ever-after are as close as your holiday stocking… Christmas is the last thing on Cole Barrett's mind this year. He's barely hanging on trying to care for his two grieving children since his ex-wife died in a tragic accident. For the reclusive Cole, this is no time for gift-giving and celebration—and certainly not for a sunny-natured optimist to blow into his screwed-up life. Physician Devin Shaw has long researched the curative powers of Lake Haven's mineral waters. Unfortunately, the hot springs are on Barrett property, forcing Devin to strike a bargain with the ranch's attractively gruff owner: she'll give Cole's children a magical Christmas, and Cole will allow her patients access to the springs. But can she work her holiday magic to heal the Barrett family's battered hearts—and her own?

Mother and baby make three… When famed cardiologist Cole Montgomery returns home for his brother’s wedding, a medical emergency means he must stay and care for his father. He hires Dr Lizzie Silva to help, but he doesn’t expect her to be so beautiful…or to show up with a tiny daughter! Single mum Lizzie has had a hard life, but working alongside scrumptious Cole reminds her that romance does exist! She can see him falling for her little daughter…does she dare hope that this notorious bachelor might fall for her too? Cowboys, Doctors… Daddies! The Montgomery brothers—from bachelors to dads!

A recipe for disaster…or redemption? A few weeks ago, Harper Worth wouldn't even have eaten at the Rusty Anchor, let alone worked there. But now she's in no position to be choosy. Fired from her lofty post as Washington, DC's, toughest restaurant critic, she's…desperate. Desperate to build a new life for herself in Findlay Roads. And desperate to prove to brooding Connor Callahan, owner, chef and overwhelmed single dad, that she can be a real asset to the Rusty Anchor. Maybe even to him. If he'll just give her a chance. But he may never forgive her for the scathing review that cost him his DC dream. Or the plans she's hatching for his current restaurant…

To hell with being friends. He ducked his head, then moved in to kiss the woman on her doorstep. A fleeting kiss. He didn’t go for sexy or overpowering or anything beyond a sweet meeting of their lips for old times’ sake. Even so, the chaste kiss surprised him—how soft her lips were, how right they felt, how she hadn’t resisted, how kissing her opened a flood of tender feelings he’d kept tucked away. Julie Sterling hadn’t wanted to return to her hometown. She hasn’t lived there since leaving thirteen years before, heart broken and pregnant. When she loses her parents in an accident she has no choice but to go back where it all began, and try to raise and protect her son. Trevor still remembers Julie from that summer night all those years ago. The nurse and the doctor have changed a lot from their younger selves but even after all this time they’re drawn to each other. When Julie reveals to Trevor the true consequence of that night was a son he’d never known it’s the second time she’s taking a risk with the handsome cowboy. And maybe this time is their story can have a happy ending… Life has a way of sometimes putting two hearts exactly where they belong in this sexy-sweet single dad second-chance romance.

From New York Times bestselling author Rachel Vincent comes a richly imagined, provocative new series set in the dark mythology of the Menagerie… When Delilah Marlow visits a famous traveling carnival, Metzger's Menagerie, she is an ordinary woman in a not-quite-ordinary world. But under the macabre circus black-top, she discovers a fierce, sharp-clawed creature lurking just beneath her human veneer. Captured and put on exhibition, Delilah in her black swan burlesque costume is stripped of her worldly possessions, including her own name, as she's forced to "perform" in town after town. But there is breathtaking beauty behind the seamy and grotesque reality of the carnival. Gallagher, her handler, is as kind as he is cryptic and strong. The other "attractions"–mermaids, minotaurs, gryphons and kelpies–are strange, yes, but they share a bond forged by the brutal realities of captivity. And as Delilah struggles for her freedom, and for her fellow menagerie, she'll discover a strength and a purpose she never knew existed. Renowned author Rachel Vincent weaves an intoxicating blend of carnival magic and startling humanity in this intricately woven and powerful tale. "Blood Bound offers a little something for everyone: a convincing magical system for urban fantasy fans; for romance readers, a love that time and distance can't break; and a twist-and-turn plot for mystery buffs. Readers looking for a light and fluffy ride should go elsewhere." –Shelf Awareness

An untameable bachelor meets his match in this classic reader favorite story from USA TODAY bestselling author Annette Broadrick. After a shocking betrayal, Dan Crenshaw left behind his corporate empire to live alone—forever. Then his Texas seclusion was shattered by Shannon Doyle, his kid sister's friend. The vulnerable beauty infiltrated his lone existence with her home-cooked meals and wifelike concern. But Dan would never convert to family man. And though he dreamed of taking Shannon to the depths of passion and back again, his fierce honor wouldn't allow him to take her innocence…unless he slipped a ring on her finger…

She’ll do anything to expose her sister’s killer—even reunite with an ex… After six years hunting The Bride Butcher, FBI agent Jared Bell is as determined as ever to find the ruthless murderer. So when the killer strikes again, he’ll stop at nothing to bring closure to the case—and the first victim’s sister, Rebecca Drummond. Including staging an engagement to lure the madman into a trap… It’s been years since their torrid rendezvous, but as Jared’s fake fiancée, Becca can no longer ignore their attraction. Or the secret she’s been keeping from him. For now, she needs to focus on bringing her sister's killer to justice—and insist on using herself as bait to do it.

The boss who saw her beauty… Paris might be the city of love, but it makes trainee chef Piper Rush feel lonely! It's only the tentative bond she forges with her boss, brooding billionaire Frederic Lafontaine, that gives her the sense of belonging she's always craved… Gradually losing his sight, Frederic keeps everyone at arm's length. But as Piper brings laughter and light back into his heart, she also opens his eyes to what life could be like…together. Can Piper convince Frederic that she is the missing ingredient to his happily-ever-after?

He'd rescued a beautiful hostage, now he needed to keep her alive Former Special Forces soldier Marco Cruz has no time for messy emotions. But the beautiful TV reporter he saved from a hostage ordeal now faces graver danger. Someone wants Lauren Starling dead–and the sinfully handsome Ranger wants to be the one to protect her. Teaming up to find a killer and bring Lauren's kidnapper to justice, Marco and Lauren go on the run–outside the law–in a harrowing race for their lives. Before long, Marco begins to have unfamiliar feelings for Lauren–admiration, sympathy…and a powerful lust. He knows what's going on between them is unprofessional. But also undeniable.

The expectations of a duke are simple: 1. Secure a suitable marriage. 2. Produce male heirs. For Rhys Rolleston, Duke of Harling, however, it's not so black-and-white when he catches Bellona Cherroll trespassing on his land. He's captivated by this exotic beauty, but Rhys knows she's the very antithesis of what a "suitable" duchess should be. What should he do? Avoid her at all costs. What does he do? Invite her to live under his roof!

BACK IN THE SADDLE Gage Remington needs a place to start over, and Durango, Colorado, is it. By reconciling with his rancher grandfather, Gage hopes he can begin repairing past damage. It doesn't occur to Gage that his heart needs fixing, too, until he meets gorgeous doctor Cori Parker. And he's sure his troubled past will send the single mom running. Since her husband's tragic accident, Cori's been focusing on her family. Though she's deeply attracted to the banker-turned-buckaroo, Gage is a wild card, and Cori can't let anyone bring her life crashing down again. Still, she realizes Gage's finally ready to be the man–and the cowboy–he always wanted to be. But will Cori be part of his future, or one more regret from his past?

Love is blooming in Molly's garden… Molly McNair needs someone tough to work for her. An oil company is pressuring her to sell her farm, and she's losing workers to intimidation. When Adam Hollister applies, she knows she's found the right man. Solid, fair-minded…and handsome, too. But there's something she doesn't know. Adam, a widower who's been drifting since he lost his family, is a former wildcatter. And his onetime business partner sent him to obtain soil samples from her farm. Molly, whose life is dedicated to providing healthy food for hungry families, has to discover if her love for Adam is deep-rooted enough to survive the truth.

From New York Times bestselling author Jodi Thomas comes the first book in a compelling, emotionally resonant series set in a remote west Texas town–where family can be made by blood or by choice Rancher Staten Kirkland, the last descendant of Ransom Canyon's founding father, is rugged and practical to the last. No one knows that when his troubling memories threaten to overwhelm him, he runs to lovely, reclusive Quinn O'Grady…or that she has her own secret that no one living knows. Young Lucas Reyes has his eye on the prize–college, and the chance to become something more than a ranch hand's son. But one night, one wrong decision, will set his life on a course even he hadn't imagined. Yancy Grey is running hard from his troubled past. He doesn't plan to stick around Ransom Canyon, just long enough to learn the town's weaknesses and how to use them for personal gain. Only Yancy, a common criminal since he was old enough to reach a car's pedals, isn't prepared for what he encounters. In this dramatic new series, the lives, loves and ambitions of four families will converge, set against a landscape that can be as unforgiving as it is beautiful, where passion, property and pride are worth fighting–and even dying–for.