Organizing the Disorganized Child explains: How to solve the messy-backpack problem (page 28). Step-by-step tips to help your child improve study skills (page 96). Which school supplies work best for different types of children (page 26). Methods for note taking (page 99). Techniques for time management (page 72). Strategies to refine morning and nighttime routines that will help the entire family (page 128).

Second Acts is a guide to reinventing your life. Whether you wish to change careers, move to a more desirable part of the country, start a business, write a novel, or drop everything to pursue a life dream, Stephen Pollan offers a powerful message ofhope and guidance that has benefited his own clients.Through a series of exercises, you will develop a comprehensive "*" for your second act a step-by-step action plan that will lead you to the life you've always wanted.

"Mama," writes Brenda Richardson, "you taught me how a black woman could survive and prevail in this world...but because you never learned yourself, you couldn't tell me how to make love work...I don't mean any disrespect, Mama, but...now I have children of my own. And in a loud revolutionary voice, I declare to the universe: the pain stops here." Clinical psychologist Dr. Brenda Wade and coauthor Brenda Richardson ask their African American sisters to consider this question: "What lessons about love and intimacy were passed down from your foremothers to you?" In this provocative rethinking of the African American woman's experience, the authors suggest that African American women share an emotional legacy that began when their ancestors were dragged in chains to the "New" World and continued as their descendants suffered through the violence and humiliation of the Jim Crow period and later racism. Indeed, they argue, the long shadow cast by these historical events impacts romantic practice, lives can be transformed once there is a true understanding of the power of inherited beliefs. What Mama Couldn't Tell Us About Love shows how important it is to grieve and make peace with this brutal history. As you will see in this remarkable uplifting book, it is possible to use the positive messages inherent in the African American experience to create a better life. Learn from the "Sisters Spirits"--well-known African Americans whose stories enliven these pages--as you move toward emotional freedom. Listen to the words of the spirituals interspersed in the text, enhance the coping skills and strengths your forebears harnessed to help them survive and prevail, and believe that emotional emancipation is your birthright. Mama may not have told you all this in so many words--but there is no doubt that she would want to see you take these last steps toward freedom and abundant love.

From Kimberly Seals-Allers, the creator of the Mocha Manual series, and coauthor Pamela McBride, a seasoned military wife, comes the ultimate guide to life, love, and logistics for military spouses, girlfriends, and female service members. Whether you're just beginning to date a military man and pondering the ins and outs of a long-distance relationship as he moves from base to base or you're a newly wed military wife, The Mocha Manual to Military Life has a host of tips for optimizing your romance. Beyond matters of the heart, the book also offers advice on everything from how to thrive during deployment to how to master military protocol to how to best build friendships among military wives. Accessible and witty, The Mocha Manual to Military Life is a fresh and timely must-read for all women but particularly African American and Latina women affected by military service. Written in the same informative tone as the other books in the Mocha Manual series, with sidebars and testimony from women who have experience navigating military life, this book is sure to be essential reading for all women engaged in some form or fashion with the military.

Because We All Have a Relationship We Need to Put to Rest From your basic lying, cheating, no-good scum to those relationships that were doomed from the start (they were married to different people), to a man who faked his death, Relationship Obits is a voyeuristic romp through the unexplored underbelly of love and life. Kathleen Horan founded relationshipobit.com when a big breakup was followed two weeks later by the death of her father. Writing her father's obituary made her wonder what it would be like to write one for the end of her relationship. The Web site was born and thousands began to put their love to rest online. This collection is at times hilarious, raw, shocking, and poignant a true celebration of love in all its manifestations.

Embrace Each DayWe all want to live authentic, self-aware, and successful lives. How do we go about itWhere do we beginIn a daily map full of wisdom, inspirational quotes, and transformational exercises, bestselling author and psychotherapist Gay Hendricks sets us on a fantastic journey to personal and relationship success. In bite-size portions, Hendricks encourages understanding, self-awareness, and honesty-all vital elements in a conscious life. A Year of Living Consciously teaches us to relish the journey that results in greater self-esteem and emotional literacy, achievements that can only come from leading an examined life. Quotes from historical and literary figures reinforce the timeless importance of honesty and self-knowledge. By helping us see, comprehend, and ultimately embrace the secrets we often hide from ourselves. A Year of Living Consciously brings us into accord to create clearer understanding, genuine change, and self-realization.

Now, in her most practical and pre*ive book to date, bestselling author Debbie Ford delivers a three-part process that empowers us to let go of toxic thoughts and destructive behaviors and discover the deep peace that resides within. The first 7 days are a life-changing release of everything from the past that depletes our vitality and holds us back. When we purge these old emotions like hardened grief, bitter resentments, deadening regrets, and outdated beliefs we begin to feel a new passion for life. During the next 7 days, standing in the present, Ford has us take an honest look at where and who we are today. We'll observe everything and notice what is and what is not working. Standing firmly inside the present moment, we realize our own strength and the ability to respond to the calling of our soul. The final week brings the most exhilarating transformation as we look into the future and discover who we want to be from this day forward.The 21-Day Consciousness Cleanse carries us on an incredible personal journey that will open our eyes to all that we are and all that we desire to be. We transform our consciousness and unlock purpose, meaning, and passion in our life.

In this companion to her bestselling Kids are Worth It!, parenting educator Barbara Coloroso shows how parents can help children find a way through grief and sorrow during the difficult times of death, illness, divorce, and other upheavals. She offers concrete, compassionate ideas for supporting children as they navigate the emotional ups and downs that accompany loss, assisting them in developing their own constructive ways of responding to what life hands them. At the heart of her approach is what she calls the T.A.0. of Family -- Time, Affection, and Optimism -- coupled with her deep understanding of how people move through grief. Barbara Coloroso's clear answers to difficult questions are enriched by uplifting humor and insightful anecdotes from her own experiences as a Franciscan nun, mother of three, and her thirty years as a parenting educator. With this Guide in hand, parents can feel assured that they are responding with wisdom and love when children need them most.

You are a hot chick; Now start living like one!Jodi Lipper and Cerina Vincent are back to give you the savvy self-assurance you need to find the perfect balance between work and play. You are a Hot Chick (an empowered, confident woman) who deserves every juicy bit of goodness that life has to offer. Lipper and Vincent help you conquer insecurities and replace them with a positive body image, balanced diet, and smart exercise plan; teach you how to be powerful and feminine (at work) no matter what you do for a living; inspire you to let your hair down and kick up your four-inch heels by creating a heyday that is daring, bold, and unforgettable; and, finally, how to balance it all. Live Like a Hot Chick will motivate you to go out there and get the absolute best that life has to offer, which is exactly what a Hot Chick like you deserves.

With her trademark no-nonsense approach and building on the principles developed during her long career as a licensed therapist, New York Times bestselling author Dr. Laura shows readers how to survive enemies traitors, backstabbers, and saboteurs at work and at home. In her previous New York Times bestsellers, author and renowned radio host Dr. Laura Schlessinger has helped countless men and women become better husbands, wives, parents, and people. She's helped them cope with grief; encouraged them to be moral, compassionate, and considerate individuals; shown them how to handle adversity; and set them on the path to understanding and living happy, well-adjusted lives.Now, in this long-awaited book, Dr. Laura turns to an emotionally explosive subject that has touched all our lives: betrayal and the desire for revenge. And for the first time, she shares her own personal experiences with betrayal, humiliation, and pain, which have led her to a powerful desire for revenge. Intimate and honest, Dr. Laura connects with her readers as never before and puts this subject into context: I concluded that betrayals are frightening, destructive, painful, humiliating, demoralizing, and so very, very hard to repair. Betrayals undermine people, relationships (marriages and families), institutions (churches, schools, businesses, government, politics) everything. The entire fabric of humanity depends upon people depending upon each other for their word, honesty, and loyalty. Millions of Dr. Laura's listeners struggle with the idea of taking revenge and how to accept when it cannot be achieved. For many who have been betrayed, justice may never be served, she reminds us. Empathetic yet never saccharine, direct yet never harsh, Dr. Laura encourages readers to explore their feelings and learn to get beyond them, supplying tools they can use to achieve fulfilling, contented lives free of rancor and the need to settle scores.Powerful and thought-provoking, Surviving a Shark Attack (on Land) gives readers the emotional defenses they need to overcome the worst life will throw at them, whether it's a cheating spouse, a lying sibling, or a ruthless colleague.

One of the most beloved figures of the twentieth century, First Lady Eleanor Roosevelt remains a role model for a life well lived. At the ageof seventy-six, Roosevelt penned this simple guide to living a fuller life. nowback in print, You Learn by Living is a powerful volume of enduring commonsenseideas and heartfelt values. offering her own philosophy on living, Eleanor takes readers on a path to compassion, confidence, maturity, civicstewardship, and more. her keys to a fulfilling lifeLearning to Learn Fear—the Great Enemy The Uses of Time The Difficult Art of Maturity Readjustment is Endless Learning to Be Usefulthe Right to Be an Individual How to Get the Best Out of People ?Facing Responsibility How Everyone Can Take Part in Politics Learningto Be a Public Servant Informed by her personal experiences as a daughter, wife, parent, anddiplomat, this book is a window into Eleanor Roosevelt herself and a troveof timeless wisdom that resonates in any era.

Accelerate your code writing skills with over twenty programming patterns that will make your code easier to maintain and scaleAbout This BookOptimize your web application for production useBuild views and controllers with minimal effort that will evolve with your applicationLearn how to maintain a MeteorJS project while it is running in production Who This Book Is For This book is for developers who have already had an introductory course with Meteor. Basic knowledge of web development is recommended.What You Will LearnUse of Jade, Stylus, and CoffeeScript to speed up web developmentIncrease productivity by leveraging the best packages in the communityOptimize your site for load speed with advanced publishers and subscribersLeverage the aggregation framework to produce results with big dataMaster the intricacies of front-end development using Jeet, Bootstrap, CSS animations, and moreOptimize your site for search engine visibilitySecure your site with Meteor’s best practicesTrack the live status of your application, ensuring all errors have been taken care of In Detail With the increasing interest in NodeJS web applications, a new framework, Meteor, has joined the ranks to simplify developer workflows. Meteor is one of the few open source frameworks that has received funding since its early development stages. It builds on ideas from existing frameworks and libraries, offering developers an easy way to develop a prototype app. At the same time, it gives them the tools and flexibility to build a fully fledged production app. Meteor is the weapon of choice for start-ups in today’s world. Meteor Design Patterns cuts through the jargon that most websites play with and gets to the point with simple solutions that will boost your development skills. We start off with a refresher on the basics of JavaScript programming such as templates, CoffeeScript, the Event Loop, and the Merge Box, amongst others. You then learn how to map real-world data and optimize the data’s publishers to output data with the least amount of work done by the server with some subscribe and publish patterns. Next, using front-end patterns, you will learn how to create maintainable and trackable forms, and make our site crawlable by any search engine. Following this, you will see how to optimize and secure the web application and maintain applications without breaking other features. Finally, you will learn how to deploy a secure production-ready application while learning to set up modulus, compose with Oplog tracking and SSL certificates, as well as error tracking with Kadira. Throughout the book, you will put your skills to practice and build an online shop from scratch. By the end of the book, you will have built a feature-rich online shop.Style and approach The book is a practical handbook on how to build an e-commerce web app using Meteor. Every topic ties into the webapp to easily illustrate the concepts that you are learning about.

Build real-world, industry-strength data storage solutions with time-tested design methodologies using CassandraAbout This BookExplore design patterns which co-exist with legacy data stores, migration from RDBMS, and caching technologies with CassandraLearn about design patterns and use Cassandra to provide consistency, availability, and partition tolerance guarantees for applicationsHandle temporal data for analytical purposes Who This Book Is For This book is intended for big data developers who are familiar with the basics of Cassandra and wish to understand and utilize Cassandra design patterns to develop real-world big data solutions. Prior knowledge of RDBMS solutions is assumed.What You Will LearnEnable Cassandra to co-exist with RDBMS and other legacy data storesExplore various design patterns to build effective and robust storage solutionsMigrate from RDBMS-based data stores and caching solutions to CassandraUnderstand the behaviour of Cassandra when trying to balance the needs of consistency, availability, and partition toleranceDeal with time stamps related to data effectivelySee how Cassandra can be used in analytical use casesApply the design patterns covered in this book in real-world use cases In Detail There are many NoSQL data stores used by big data applications. Cassandra is one of the most widely used NoSQL data stores that is frequently used by a huge number of heavy duty Internet-scale applications. Unlike the RDBMS world, the NoSQL landscape is very diverse and there is no one way to model data stores. This mandates the need to have good solutions to commonly seen data store design problems. Cassandra addresses such common problems simply. If you are new to Cassandra but well-versed in RDBMS modeling and design, then it is natural to model data in the same way in Cassandra, resulting in poorly performing applications and losing the real purpose of Cassandra. If you want to learn to make the most of Cassandra, this book is for you. This book starts with strategies to integrate Cassandra with other legacy data stores and progresses to the ways in which a migration from RDBMS to Cassandra can be accomplished. The journey continues with ideas to migrate data from cache solutions to Cassandra. With this, the stage is set and the book moves on to some of the most commonly seen problems in applications when dealing with consistency, availability, and partition tolerance guarantees. Cassandra is exceptionally good at dealing with temporal data and patterns such as the time-series pattern and log pattern, which are covered next. Many NoSQL data stores fail miserably when a huge amount of data is read for analytical purposes, but Cassandra is different in this regard. Keeping analytical needs in mind, you’ll walk through different and interesting design patterns. No theoretical discussions are complete without a good set of use cases to which the knowledge gained can be applied, so the book concludes with a set of use cases you can apply the patterns you’ve learned.Style and approach This book is written in very simple language and an engaging style complete with examples in every chapter and real-world use cases at the end of the book.

Master the skills and techniques that are required to design, deploy, and administer real Linux-based networksAbout This BookMaster the art of using Linux and administering network services for enterprise environmentsPerform hands-on activities to reinforce expert-level knowledgeGet full coverage of both the CentOS and Debian systems, including how networking concepts differ for each Who This Book Is For Mastering Linux Network Administration is recommended for those who already understand the basics of using Linux and networking, and would like to push those skills to a higher level through real-world Linux networking scenarios. Whether you intend to run a home office consisting of Linux nodes or a rollout of a Linux network within your organization, this book is a great fit for those that desire to learn how to manage networked systems with the power of Linux.What You Will LearnInstall and configure the Debian and CentOS systemsSet up and configure file serversAdminister networked nodes remotelyDiscover how to monitor system performance for peak healthConfigure network services such as DNS and DHCPHost HTTP content via ApacheTroubleshoot Linux networking issues In Detail Linux is everywhere. Whether you run a home office, a small business, or manage enterprise systems, Linux can empower your network to perform at its very best. Armed with the advanced tools and best practice guidance of this practical guide, you'll be able to mold Linux networks to your will, empowering your systems and their users to take advantage of all that Linux-based networks have to offer. Understand how Linux networks function and get to grips with essential tips and tricks to manage them - whether you're already managing a networks, or even just starting out. With Debian and CentOS as its source, this book will divulge all the details you need to manage a real Linux-based network. With detailed activities and instructions based on real-world scenarios, this book will be your guide to the exciting world of Linux networking.Style and approach This practical guide will walk you through all the core concepts required to manage real Linux-based networks.

Over 90 recipes to help you build and run automated tests for your web applications with Selenium WebDriverAbout This BookLearn to leverage the power of Selenium WebDriver with simple examples that illustrate real-world problems and their workaroundsExplains the testing of mobile applications with Appium for mobile platforms such as iOS and AndroidA pragmatic manual with engaging recipes and attractive screenshots to test your web applications efficiently 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 books also provides examples for C#, Python and Ruby users.What You Will LearnUnderstand how the locators work and use various locator methods to build reliable testsBuild reliable and maintainable tests with the Selenium WebDriver APIUse the PageFactory pattern to build a robust and easy to maintain test frameworkBuild data-driven tests and extend Selenium API to implement custom steps and checksIntegrate and use ATDD/BDD tools such as Cucumber, SpecFlow, Capybara, and Behave with the Selenium WebDriver APISet up iPhone/iPad and Android simulators and devices to test your mobile web application with AppiumSet up Selenium Grid for faster and parallel running of tests, increasing test coverage and reducing test execution time for cross-browser testingBuild extended Selenium WebDriver tests for additional coverage In Detail This book is an incremental guide that will help you learn and use the advanced features of the Selenium toolset including the WebDriver API in various situations to build a reliable test automation. You start off by setting up the test development environment and gain tips on the advanced locater strategy and the effective use of the Selenium WebDriver API. After that, the use of design patterns such as data - driven tests and PageFactory are demonstrated. You will then be familiarised with extending Selenium WebDriver API by implementing custom tasks and setting up your own distributed environment to run tests in parallel for cross-browser testing. Finally, we give you some tips on integrating Selenium WebDriver with other popular tools and testing mobile applications. By the end of this book, you will have learned enough to solve complex testing issues on your own.Style and approach This recipe-based guide covers real-life scenarios of testing your web apps with Selenium. Each recipe begins with a short introduction and key concepts along with illustrated examples of use cases, and ends with detailed but informative de*ions of the inner workings of the example.

Navigate the world of data analysis, visualization, and machine learning with over 100 hands-on Scala recipesAbout This BookImplement Scala in your data analysis using features from Spark, Breeze, and ZeppelinScale up your data anlytics infrastructure with practical recipes for Scala machine learningRecipes for every stage of the data analysis process, from reading and collecting data to distributed analytics Who This Book Is For This book shows data scientists and analysts how to leverage their existing knowledge of Scala for quality and scalable data analysis.What You Will LearnFamiliarize and set up the Breeze and Spark libraries and use data structuresImport data from a host of possible sources and create dataframes from CSVClean, validate and transform data using Scala to pre-process numerical and string dataIntegrate quintessential machine learning algorithms using Scala stackBundle and scale up Spark jobs by deploying them into a variety of cluster managersRun streaming and graph analytics in Spark to visualize data, enabling exploratory analysis In Detail This book will introduce you to the most popular Scala tools, libraries, and frameworks through practical recipes around loading, manipulating, and preparing your data. It will also help you explore and make sense of your data using stunning and insightfulvisualizations, and machine learning toolkits. Starting with introductory recipes on utilizing the Breeze and Spark libraries, get to grips withhow to import data from a host of possible sources and how to pre-process numerical, string, and date data. Next, you’ll get an understanding of concepts that will help you visualize data using the Apache Zeppelin and Bokeh bindings in Scala, enabling exploratory data analysis. iscover how to program quintessential machine learning algorithms using Spark ML library. Work through steps to scale your machine learning models and deploy them into a standalone cluster, EC2, YARN, and Mesos. Finally dip into the powerful options presented by Spark Streaming, and machine learning for streaming data, as well as utilizing Spark GraphX.Style and approach This book contains a rich set of recipes that covers the full spectrum of interesting data analysis tasks and will help you revolutionize your data analysis skills using Scala and Spark.

Explore the Underscore.js library by example using a test-driven development approachAbout This BookUnderstand and learn to apply functional programming principles using the built-in functions of Underscore.jsLeverage and reuse Underscore.js-based code to create code that targets client, server, or database contextsTake Underscore.js further by reusing code between client and server and by learning about other closely related libraries Who This Book Is For If you are a developer with fundamental JavaScript knowledge and want to use modern JavaScript libraries to extend your functional programming skills, then Underscore.js is an important library you should be familiar with.What You Will LearnReference and call Underscore.js functions using a modern JavaScript development workflowApply Underscore.js to JavaScript arrays, objects, and functionsTake advantage of object-oriented or functional programming techniques with Underscore.jsLeverage Underscore.js to create code that targets client, server, or database contextsExtend Underscore.js functionality with other closely related librariesReuse Underscore.js-based code between client and server applicationsPrepare for the upcoming JavaScript standard ECMAScript 6 and support older browsers In Detail Underscore.js is one of the most popular modern JavaScript libraries used for functional programming. It can be used as a base for building complex JavaScript applications in a sustainable manner and for building other JavaScript libraries. It embraces functional programming principles but is not opinionated and can be used with imperative, object-oriented, functional, or other programming styles. This book explores how to use Underscore.js to power your code and understand modern JavaScript development concepts while applying a lightweight and efficient workflow to build applications. The book starts with an incremental Underscore.js introduction by exploring key JavaScript concepts. You will then explore the basic features of Underscore.js in action and establish a lightweight development workflow that allows the provided examples to be guided by tests. The book then covers the functionality of Underscore.js with in-depth examples and explanations for understanding and applying the Underscore.js API. You'll also learn how to use Underscore.js as a base for your own modules and libraries within an object-oriented or functional programming style, and will be able to explore Underscore.js use cases in different environments. Eventually, you'll learn about libraries that are closely related with Underscore.js, how to share code between client and server, and how to prepare for the upcoming JavaScript standard ECMAScript 6.Style and approach This book takes an example-driven approach to describing some of the essential JavaScript concepts and practices that are useful for building sustainable applications.

Sharpen your skills in Swift by designing and deploying seven fully functional applicationsAbout This BookDevelop a variety of iOS-compatible applications that range from health and fitness to utilities using this project-based handbookDiscover ways to make the best use of the latest features in Swift to build on a wide array of applicationsFollow step-by-step instructions to create Swift apps oriented for the real world Who This Book Is For If you are a competent iOS developer who wants to develop stunning applications with Swift, then this book is for you. Familiarity with Swift programming is assumed.What You Will LearnGet to grips with the basics of Xcode and Swift for application developmentCreate a Photo Sharing application to capture an image, edit it using different features and share it via social media.Develop applications using the WatchKit and exchange data between iPhone and the WatchUse advanced features such as SpriteKit to build a gameInstall third-party Swift frameworks to improvise on your application developmentDiscover how to simulate home automation with HomeKitBuild an application to monitor the user's weight, heart rate and the number of steps for Health Historic AnalysisManipulate media using AVFoundation framework to merge audio and video. In Detail In this book, you will work through seven different projects to get you hands-on with developing amazing applications for iOS devices. We start off with a project that teaches you how to build a utility app using Swift. Moving on, we cover the concepts behind developing an entertainment or social networking related application, for example, a small application that helps you to share images, audio, and video files from one device to another. You’ll also be guided through create a city information app with customized table views, a reminder app for the Apple Watch, and a game app using SpriteKit. By the end of this book, you will have the required skillset to develop various types of iOS applications with Swift that can run on different iOS devices. You will also be well versed with complex techniques that can be used to enhance the performance of your applications.Style and approach This book takes a step-by-step approach to help you build apps from scratch and learn the methodology to develop real-time applications using Swift.

Become an expert in Bayesian Machine Learning methods using R and apply them to solve real-world big data problemsAbout This BookUnderstand the principles of Bayesian Inference with less mathematical equationsLearn state-of-the art Machine Learning methodsFamiliarize yourself with the recent advances in Deep Learning and Big Data frameworks with this step-by-step guide Who This Book Is For This book is for statisticians, analysts, and data scientists who want to build a Bayes-based system with R and implement it in their day-to-day models and projects. It is mainly intended for Data Scientists and Software Engineers who are involved in the development of Advanced Analytics applications. To understand this book, it would be useful if you have basic knowledge of probability theory and analytics and some familiarity with the programming language R.What You Will LearnSet up the R environmentCreate a classification model to predict and explore discrete variablesGet acquainted with Probability Theory to analyze random eventsBuild Linear Regression modelsUse Bayesian networks to infer the probability distribution of decision variables in a problemModel a problem using Bayesian Linear Regression approach with the R package BLRUse Bayesian Logistic Regression model to classify numerical dataPerform Bayesian Inference on massively large data sets using the MapReduce programs in R and Cloud computing In Detail Bayesian Inference provides a unified framework to deal with all sorts of uncertainties when learning patterns form data using machine learning models and use it for predicting future observations. However, learning and implementing Bayesian models is not easy for data science practitioners due to the level of mathematical treatment involved. Also, applying Bayesian methods to real-world problems requires high computational resources. With the recent advances in computation and several open sources packages available in R, Bayesian modeling has become more feasible to use for practical applications today. Therefore, it would be advantageous for all data scientists and engineers to understand Bayesian methods and apply them in their projects to achieve better results. Learning Bayesian Models with R starts by giving you a comprehensive coverage of the Bayesian Machine Learning models and the R packages that implement them. It begins with an introduction to the fundamentals of probability theory and R programming for those who are new to the subject. Then the book covers some of the important machine learning methods, both supervised and unsupervised learning, implemented using Bayesian Inference and R. Every chapter begins with a theoretical de*ion of the method explained in a very simple manner. Then, relevant R packages are discussed and some illustrations using data sets from the UCI Machine Learning repository are given. Each chapter ends with some simple exercises for you to get hands-on experience of the concepts and R packages discussed in the chapter. The last chapters are devoted to the latest development in the field, specifically Deep Learning, which uses a class of Neural Network models that are currently at the frontier of Artificial Intelligence. The book concludes with the application of Bayesian methods on Big Data using the Hadoop and Spark frameworks.Style and approach The book first gives you a theoretical de*ion of the Bayesian models in simple language, followed by details of its implementation in the R package. Each chapter has illustrations for the use of Bayesian model and the corresponding R package, using data sets from the UCI Machine Learning repository. Each chapter also contains sufficient exercises for you to get more hands-on practice.

Generate effective results in a variety of visually appealing charts using the plotting packages in PythonAbout This BookExplore various tools and their strengths while building meaningful representations that can make it easier to understand dataPacked with computational methods and algorithms in diverse fields of scienceWritten in an easy-to-follow categorical style, this book discusses some niche techniques that will make your code easier to work with and reuse Who This Book Is For If you are a Python developer who performs data visualization and wants to develop existing knowledge about Python to build analytical results and produce some amazing visual display, then this book is for you. A basic knowledge level and understanding of Python libraries is assumed.What You Will LearnGather, cleanse, access, and map data to a visual frameworkRecognize which visualization method is applicable and learn best practices for data visualizationGet acquainted with reader-driven narratives and author-driven narratives and the principles of perceptionUnderstand why Python is an effective tool to be used for numerical computation much like MATLAB, and explore some interesting data structures that come with itExplore with various visualization choices how Python can be very useful in computation in the field of finance and statisticsGet to know why Python is the second choice after Java, and is used frequently in the field of machine learningCompare Python with other visualization approaches using Julia and a JavaScript-based framework such as D3.jsDiscover how Python can be used in conjunction with NoSQL such as Hive to produce results efficiently in a distributed environment In Detail Python has a handful of open source libraries for numerical computations involving optimization, linear algebra, integration, interpolation, and other special functions using array objects, machine learning, data mining, and plotting. Pandas have a productive environment for data analysis. These libraries have a specific purpose and play an important role in the research into diverse domains including economics, finance, biological sciences, social science, health care, and many more. The variety of tools and approaches available within Python community is stunning, and can bolster and enhance visual story experiences. This book offers practical guidance to help you on the journey to effective data visualization. Commencing with a chapter on the data framework, which explains the transformation of data into information and eventually knowledge, this book subsequently covers the complete visualization process using the most popular Python libraries with working examples. You will learn the usage of Numpy, Scipy, IPython, MatPlotLib, Pandas, Patsy, and Scikit-Learn with a focus on generating results that can be visualized in many different ways. Further chapters are aimed at not only showing advanced techniques such as interactive plotting; numerical, graphical linear, and non-linear regression; clustering and classification, but also in helping you understand the aesthetics and best practices of data visualization. The book concludes with interesting examples such as social networks, directed graph examples in real-life, data structures appropriate for these problems, and network analysis. By the end of this book, you will be able to effectively solve a broad set of data analysis problems.Style and approach The approach of this book is not step by step, but rather categorical. The categories are based on fields such as bioinformatics, statistical and machine learning, financial computation, and linear algebra. This approach is beneficial for the community in many different fields of work and also helps you learn how one approach can make sense across many fields

Harness the power of OpenStack Networking for public and private clouds using 90 hands-on recipesAbout This BookBuild and manage virtual switching, routing, and firewall-based networks in OpenStack using NeutronDevelop plugins and drivers for Neutron to enhance the built-in networking capabilitiesMonitor and automate OpenStack networks using tools like Ceilometer and Heat Who This Book Is For This book is aimed at network and system administrators who want to deploy and manage OpenStack-based cloud and IT infrastructure. If you have basic knowledge of OpenStack and virtualization, this book will help you leverage the rich functionality of OpenStack Networking in your cloud deployments.What You Will LearnOperate OpenStack Networking for public and private cloudsConfigure advanced routing services for your workloadsSecure data traffic using firewall-as-a-service capabilities of OpenStackDiscover how to leverage VXLAN to implement SDN in your OpenStack cloudMonitor the virtual networks using CeilometerDevelop plugins to enhance and customize OpenStack NetworkingProvide HA and VPN connectivity for your virtual machinesTroubleshoot and solve common problems with OpenStack Networking In Detail Networking in OpenStack has evolved from Nova Network to Neutron. This has resulted in a rich suite of networking services available to OpenStack users and administrators. Advanced services such as routers, firewall, and load balancers use building blocks such as network and subnets. Recent improvements support powerful customization using plugins. The evolution of Neutron continues as it integrates with tools like Ceilometer and Heat. This book will explore the built-in capabilities of Neutron to effectively deploy cloud solutions. You will begin with the most fundamental constructs of OpenStack Networking for switching and routing. You will then learn how to provide your tenants with services like firewalls and load-balancers. The step-by-step recipes will help you configure and troubleshoot networking problems in your cloud. This book will also introduce you to advanced topics like Ceilometer, Heat, and other upcoming tools in OpenStackStyle and approach The book is full of step-by-step recipes to configure and manage the networking aspects of your OpenStack cloud. In addition to covering basic configuration involved in OpenStack Networking, the books also shares various troubleshooting tips and techniques. As much as possible the book uses OpenStack dashboard (Horizon) to help the user get a feel of real OpenStack Networking