In this powerful follow-up to her New York Times bestselling memoir, A Paper Life, Academy Award?-winning actress Tatum O’Neal returns with an extraordinary chronicle of family, forgiveness, redemption, and commitment—a remarkable story told with honesty, humility, determination, and above all . . . love The golden child of a glamorous Hollywood couple, Tatum O’Neal had a childhood that looked, from the outside, to be fairy-tale perfect. The reality was far from perfect, and in A Paper Life, Tatum shared her poignant, painful experiences of growing up in—and away from—a dysfunctional show-business family. Now, in Found, she digs even deeper and explores the tough issues that resonate in most women’s lives. It is a story of taking two steps forward and one step back, of learning to understand what forgiveness really means—physically, emotionally, and spiritually—and how to live it every day. With candor and grace, Tatum chronicles the challenges and joys of being a single mother to three grown children, an ex-wife, a working actress, and a woman who has lived her life in the public eye for the better part of forty-five years. She speaks frankly about the persistence it took to beat her addictions to drugs and alcohol, and the hard work of staying clean and sober, including dealing with the deep emotional void that illicit substances falsely promise to fill. Tatum details her ongoing efforts to negotiate friends, family, aging, money, love, loss, and Hollywood, while the specter of her past continues to lurk, a reminder of her battle and a testament to her will to survive. And she honors the people whose perseverance and courage in overcoming their own dark troubles have inspired her. Found is also a father-daughter love story: a portrait of a fragile, tentative reconciliation between a parent and a child who, as documented in the OWN television docuseries The O’Neals: Ryan and Tatum, try to heal the hurt and pain of a lifetime. Tatum O’Neal has done the hard work necessary to get her life on track and come to terms with the person she is. Finally, she shares her whole story. Her moving and inspirational saga reminds us all that no matter what has happened in our own lives, we must keep moving forward to the light and the future, step by step, day by day. Only then may we find the true path home.

We have for years needed a serious, scholarly, readable work on the Confederate nation that rounds up modem scholarship and offers a fresh and detached view of the whole subject. This work fills that order admirably ... [Thomas] sensibly and deftly integrates the course of Southern military fortunes with the concerns that shaped them and were shaped by them. In doing so he also manages to convey a sense of how the war itself deteriorated from something spirited and gallant to something base and mean and modern on both sides.

The intriguing, never-before-fully-told story of how Theodore Roosevelt helped tosave the game that would become America's most popular sport.In its infancy during the late nineteenth century,the game of football was still a work in progress thatonly remotely resembled the sport millions followtoday. There was no common agreement about many ofthe game's basic rules, and it was incredibly violent andextremely dangerous. An American version of rugby, thisnew game grew popular even as the number of casualtiesrose. Numerous young men were badly injured and dozensdied playing football in highly publicized incidents, oftenat America's top prep schools and colleges.Objecting to the sport's brutality, a movement ofproto-Progressives led by Harvard University presidentCharles W. Eliot tried to abolish the game. PresidentTheodore Roosevelt, a vocal advocate of the strenuouslife and a proponent of risk, acknowledged football's dangers but admired its potential for building character. A longtime fan of the game who purposely recruited menwith college football experience for his Rough Riders,Roosevelt fought to preserve the game's manly essence,even as he understood the need for reform.In 1905, he summoned the coaches of Harvard, Yale,and Princeton to the White House and urged them to act.The result was the establishment of the National CollegiateAthletic Association, as well as a series of rule changes including the advent of the forward pass that ultimatelysaved football and transformed it into the quintessentialAmerican game. The Big Scrum reveals for the first timethe fascinating details of this little-known story of sportshistory.

Football games aren’t won on Sundays in the fall. They’re won on draft day in the spring—in the war room. In this landmark book, New York Times bestselling author Michael Holley takes readers behind the scenes of three contending National Football League teams and into the brilliant minds of Bill Belichick and his two former protégés Thomas Dimitroff and Scott Pioli. Holley masterfully shows how a single idea conceived by Belichick in 1991—how to build the perfect team—triggered a journey filled with miraculous finishes, heartbreaking losses, broken relationships, and Super Bowl championships. Readers are given unprecedented access—from the draft room to the locker room to the sidelines—and insights into why Belichick is considered to be the NFL’s best coach and premier strategist. Before he achieved success, though, Belichick was barely surviving as a coach. War Room opens in Cleveland, where Belichick, a young head coach, worked in an office with two employees in their late twenties: Pioli, a low-paid scouting assistant, and Dimitroff, a groundskeeper and part-time scout. After Belichick was fired by the Browns in 1996, the three men were in separate cities and seemingly a lifetime away from being recognized as leaders and champions. But soon they were reunited in New England, where they refined and burnished Belichick’s method for constructing a winning team, overseeing one of the greatest franchises in modern NFL history. These three master strategists are now competitors. Belichick continues at the helm of the New England Patriots, while Pioli is now in charge of the Kansas City Chiefs and Dimitroff is running the Atlanta Falcons. And even though they no longer work for the same franchise, they do have a common goal: building the perfect team, one draft pick and one trade at a time. War Room is their unique and often astonishing story. It is packed with never-been-told anecdotes and new observations from team officials, players, coaches, and scouts, all leading to surprising and groundbreaking insights into the art of building a champion.

This is not a journey that was undertaken for journalistic purposes. It is a painfully honest account of a life crisis that was forced on me by my own behavior and its consequences. As such, it requires sharing a lot of things I'm not proud of and a few things I feel like I should regret a whole lot more than I actually do. Because, unfortunately, I am not the hero in this tale. I am the villain. So begins Neil Strauss's long-awaited follow-up to The Game, the funny and slyly instructive work of immersive journalism that jump-started the international seduction community and made Strauss a household name revered or notorious among single men and women alike.In The Truth, Strauss takes on his greatest challenge yet: Relationships. And in this wild and highly entertaining ride, he explores the questions that men and women are asking themselves every day: Is it natural to be faithful to one person for lifeDo alternatives to monogamy lead to better relationships and greater happinessWhat draws us to the partners we chooseCan we keep passion and romance from fading over timeHis quest for answers takes him from Viagra-laden free-love orgies to sex addiction clinics, from cutting-edge science labs to modern-day harems, and, most terrifying of all, to his own mother.What he discovered changed everything he knew about love, sex, relationships, and, ultimately, himself.Searingly honest and compulsively readable, The Truth just may have the same effect on you.If The Game taught you how to meet members of the opposite sex, The Truth will teach you how to keep them.

For more than twenty years, Writing Screenplays That Sell has been hailed as the most complete guide available on the art, craft, and business of writing for movies and television. Now fully revised and updated to reflect the latest trends and *s, Hollywood story expert and * consultant Michael Hauge walks readers through every step of writing and selling successful screenplays. If you read only one book on the screenwriter's craft, this must be the one.

With the help of friends who recognized her extraordinary talent, Althea Gibson rose from a childhood of playing stickball on Harlem streets to claim victory at Wimbledon. It is widely recognized that her sacrifices along the way paved the road for the successes of Venus and Serena Williams. But Althea's was a victory hard fought and painfully won.She had no idea the turn her life would take when she met Angela Buxton at the French Indoor Championships. Despite her athletic prowess, Althea was shunned by the other female players. Her failing was her skin color. Angela, the granddaughter of Russian Jews, was also shunned. Her failing was her religion. Finding themselves without doubles partners, the pair decided to join forces, and together they triumphed, going on to win the 1956 championship at Wimbledon. The two women would become lifelong friends, and Angela would prove to be among Althea's greatest supports during her darkest times.Gibson died in 2003, but her life and her contributions to tennis and race relations in the United States are well preserved in this valuable book. Bruce Schoenfeld delivers not only the true story of Gibson's life but also an inspiring account of two underdogs who refused to let bigotry win -- both on and off the courts.

Achieve a Healthy, Balanced, and Richly Rewarding Life!Have your goals and dreams gotten lost in your daily struggle to earn and provide for your familyIf so, join Ric Edelman on a journey to self-discovery and personal fulfillment. In Discover the Wealth Within You, he shows you how to choose fun, enriching ... and rewarding goals and gives you a simple, straightforward plan for achieving them.You'll discover how easy it is to create wealth, once you're headed in the right direction. After using Ric's work sheets to help you get started, you'll embark on a detailed exploration of personal investing and discover Ric's formula for creating a plan to achieve your goals, build your financial future ... and finance your dream.

The #1 New York Times bestsellerThe phenomenal true story of the black female mathematicians at NASA whose calculations helped fuel some of America’s greatest achievements in space. Soon to be a major motion picture starring Taraji P. Henson, Octavia Spencer, Janelle Monae, Kirsten Dunst, and Kevin Costner. Before John Glenn orbited the earth, or Neil Armstrong walked on the moon, a group of dedicated female mathematicians known as “human computers” used pencils, slide rules and adding machines to calculate the numbers that would launch rockets, and astronauts, into space. Among these problem-solvers were a group of exceptionally talented African American women, some of the brightest minds of their generation. Originally relegated to teaching math in the South’s segregated public schools, they were called into service during the labor shortages of World War II, when America’s aeronautics industry was in dire need of anyone who had the right stuff. Suddenly, these overlooked math whizzes had a shot at jobs worthy of their skills, and they answered Uncle Sam’s call, moving to Hampton, Virginia and the fascinating, high-energy world of the Langley Memorial Aeronautical Laboratory. Even as Virginia’s Jim Crow laws required them to be segregated from their white counterparts, the women of Langley’s all-black “West Computing” group helped America achieve one of the things it desired most: a decisive victory over the Soviet Union in the Cold War, and complete domination of the heavens. Starting in World War II and moving through to the Cold War, the Civil Rights Movement and the Space Race, Hidden Figures follows the interwoven accounts of Dorothy Vaughan, Mary Jackson, Katherine Johnson and Christine Darden, four African American women who participated in some of NASA’s greatest successes. It chronicles their careers over nearly three decades they faced challenges, forged alliances and used their intellect to change their own lives, and their country’s future.?

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.”

Exploit the visualization capabilities of Kibana and build powerful interactive dashboards About This Book Introduction to data-driven architecture and the Elastic stack Build effective dashboards for data visualization and explore datasets with Elastic Graph A comprehensive guide to learning scalable data visualization techniques in Kibana Who This Book Is For If you are a developer, data visualization engineer, or data scientist who wants to get the best of data visualization at scale then this book is perfect for you. A basic understanding of Elasticsearch and Logstash is required to make the best use of this book. What You Will Learn How to create visualizations in Kibana Ingest log data, structure an Elasticsearch cluster, and create visualization assets in Kibana Embed Kibana visualization on web pages Scaffold, develop, and deploy new Kibana & Timelion customizations Build a metrics dashboard in Timelion based on time series data Use the Graph plugin visualization feature and leverage a graph query Create, implement, package, and deploy a new custom plugin Use Prelert to solve anomaly detection challenges In Detail Kibana is an open source data visualization platform that allows you to interact with your data through stunning, powerful graphics. Its simple, browser-based interface enables you to quickly create and share dynamic dashboards that display changes to Elasticsearch queries in real time. In this book, you’ll learn how to use the Elastic stack on top of a data architecture to visualize data in real time. All data architectures have different requirements and expectations when it comes to visualizing the data, whether it’s logging analytics, metrics, business analytics, graph analytics, or scaling them as per your business requirements. This book will help you master Elastic visualization tools and adapt them to the requirements of your project. You will start by learning how to use the basic visualization features of Kibana 5. Then you will be shown how to implement a pure metric analytics architecture and visualize it using Timelion, a very recent and trendy feature of the Elastic stack. You will learn how to correlate data using the brand-new Graph visualization and build relationships between documents. Finally, you will be familiarized with the setup of a Kibana development environment so that you can build a custom Kibana plugin. By the end of this book you will have all the information needed to take your Elastic stack skills to a new level of data visualization. Style and approach This book takes a comprehensive, step-by-step approach to working with the visualization aspects of the Elastic stack. Every concept is presented in a very easy-to-follow manner that shows you both the logic and method of implementation. Real world cases are referenced to highlight how each of the key concepts can be put to practical use.

Build, implement and scale distributed deep learning models for large-scale datasets About This Book Get to grips with the deep learning concepts and set up Hadoop to put them to use Implement and parallelize deep learning models on Hadoop’s YARN framework A comprehensive tutorial to distributed deep learning with Hadoop Who This Book Is For If you are a data scientist who wants to learn how to perform deep learning on Hadoop, this is the book for you. Knowledge of the basic machine learning concepts and some understanding of Hadoop is required to make the best use of this book. What You Will Learn Explore Deep Learning and various models associated with it Understand the challenges of implementing distributed deep learning with Hadoop and how to overcome it Implement Convolutional Neural Network (CNN) with deeplearning4j Delve into the implementation of Restricted Boltzmann Machines (RBM) Understand the mathematical explanation for implementing Recurrent Neural Networks (RNN) Get hands on practice of deep learning and their implementation with Hadoop. In Detail This book will teach you how to deploy large-scale dataset in deep neural networks with Hadoop for optimal performance. Starting with understanding what deep learning is, and what the various models associated with deep neural networks are, this book will then show you how to set up the Hadoop environment for deep learning. In this book, you will also learn how to overcome the challenges that you face while implementing distributed deep learning with large-scale unstructured datasets. The book will also show you how you can implement and parallelize the widely used deep learning models such as Deep Belief Networks, Convolutional Neural Networks, Recurrent Neural Networks, Restricted Boltzmann Machines and autoencoder using the popular deep learning library deeplearning4j. Get in-depth mathematical explanations and visual representations to help you understand the design and implementations of Recurrent Neural network and Denoising AutoEncoders with deeplearning4j. To give you a more practical perspective, the book will also teach you the implementation of large-scale video processing, image processing and natural language processing on Hadoop. By the end of this book, you will know how to deploy various deep neural networks in distributed systems using Hadoop. Style and approach This book takes a comprehensive, step-by-step approach to implement efficient deep learning models on Hadoop. It starts from the basics and builds the readers’ knowledge as they strengthen their understanding of the concepts. Practical examples are included in every step of the way to supplement the theory.

Learn to leverage the power of PowerCLI to automate your VMware vSphere environment with ease About This Book This is first book on the market that will enlighten you on the latest version of PowerCLI and how to implement it Effectively manage virtual machines, networks, and reports with the latest features of PowerCLI A comprehensive and practical book on automating VMware vSphere Who This Book Is For This book is ideal for you if you want to learn how to automate your VMware vSphere or vCloud infrastructure by getting the most out of PowerCLI. It’s assumed that you have some experience in administrating a vSphere or vCloud environment. Knowledge of Microsoft’s Windows PowerShell is not a prerequisite. What You Will Learn Explore PowerShell and PowerCLI cmdlets and their output objects See how to manage virtual machines and work with virtual networks Manage vCloud Director from PowerCLI Use Site Recovery Manager from PowerCLI to create a disaster recovery solution Manage NSX and vRealize Automation using REST API with PowerCLI Create and configure vSphere HA and DRS clusters Use vSphere Update Manager with PowerCLI to create patch baselines and scan hosts Explore reporting techniques to retrieve log files In Detail VMware vSphere PowerCLI, a free extension to Microsoft Windows PowerShell, enables you to automate the management of a VMware vSphere or vCloud environment. This book will show you how to automate your tasks and make your job easier. Starting with an introduction to the basics of PowerCLI, the book will teach you how to manage your vSphere and vCloud infrastructure from the command line. To help you manage a vSphere host overall, you will learn how to manage vSphere ESXi hosts, host profiles, host services, host firewall, and deploy and upgrade ESXi hosts using Image Builder and Auto Deploy. The next chapter will not only teach you how to create datastore and datastore clusters, but you’ll also work with profile-driven and policy-based storage to manage your storage. To create a disaster recovery solution and retrieve information from vRealize Operations, you will learn how to use Site Recovery Manager and vRealize Operations respectively. Towards the end, you’ll see how to use the REST APIs from PowerShell to manage NSX and vRealize Automation and create patch baselines, scan hosts against the baselines for missing patches, and re-mediate hosts. By the end of the book, you will be capable of using the best tool to automate the management and configuration of VMware vSphere. Style and approach This comprehensive book will teach system administrators everything about PowerCLI 6 and how to utilize it to automate VMware vSphere.

Discover over 100 practical recipes to help you master the art of IT service management for your organization About This Book Unleash the capabilities of Microsoft System Center 2016 Service Manager Master the skills of configuring, deploying, managing, and troubleshooting your Service Manager 2016 This book contains practical recipes that leverage the key and newly added features and functionalities of Microsoft System Center 2016 Service Manager Who This Book Is For This book will be useful to IT professionals including SCSM administrators who want to configure and administer System Center Service Manager 2016 and understand how to solve specific problems and scenarios that arise. It will also be useful to users of Service Manager 2012 who want to learn about the new features and capabilities of the Service Manager 2016 release. It will be ideal if you have Service Manager experience as well as experience with other System Center products. What You Will Learn See a practical implementation of the ITSM framework and processes based on ITIL Deploy and configure the new Service Manager HTML5 Self-Service Portal along with Service Catalog design and configuration Get to know about Incident, Problem, and Change Management processes and configuration Get to grips with performing advanced personalization in Service Manager Discover how to set up and use automation with and within Service Manager 2016 Work with Service Manager Data Warehouse Find out what Security Roles are and how to implement them Learn how to upgrade from SCSM 2012 R2 to SCSM 2016 In Detail System Center Service Manager (SCSM) is an integrated platform that offers a simplified data center management experience by implementing best practices such as Incident Management, Service Request, and Change Control to achieve efficient service delivery across your organization. This book provides you with real-world recipes that can be used immediately and will show you how to configure and administer SCSM 2016. You’ll also find out how to solve particular problems and scenarios to take this tool further. You’ll start with recipes on implementing ITSM frameworks and processes and configuring Service Level Agreements (SLAs). Then, you'll work through deploying and configuring the HTML5 Self-Service Portal, configuring Incident and Problem Management, and designing and configuring Change and Release Management. You'll also learn about security roles and overall Microsoft SCSM 2016 administration. Toward the end of the book, we’ll look at advanced topics, such as presenting the wealth of information stored within the Service Manager Data Warehouse, standardizing SCSM deployments, and implementing automation. Style and approach This book will enlighten you on Microsoft System Center 2016 Service Manager through recipes that can be implemented directly in any enterprise. You can read the book from start to end if you’re a beginner, or just open up any chapter and start following the recipes as a reference for advanced users. This book consists of a pool of step-by-step recipes on how to perform activities in Service Manager.

Discover what it means to be an expert developer by exploring the latest features available to you in Alfresco One 5.x About This Book Create reliable and secure enterprise apps with the latest Alfresco One 5.x platform Explore all the latest Alfresco One 5.x APIs such as the CMIS API, Alfresco One API, and the integrated RESTful API to get more out of your enterprise apps Unleash the power of the latest JavaScript engine and the JavaScript API for Alfresco to customize your existing apps for the Alfresco 5 platform Who This Book Is For If you’re an enterprise app developer who wants to create custom applications with Alfresco, then this book is for you. Previous knowledge with Alfresco would be helpful but is not necessary. What You Will Learn Create and manage a custom content model Configure the Alfresco Share user interface Build a new AngularJS 2.0 application Create business process definitions using Activiti Designer Discover the most common extensions provided by Alfresco Configure Alfresco to authenticate against LDAP, including & chaining" LDAP with Alfresco authentication Get familiar with the latest features of Alfresco Mobile SDK, Smart Search, and the new Angular framework In Detail Do you want to create more reliable and secure solutions for enterprise appsAlfresco One 5.x is your gateway to developing the best industry-standard enterprise apps and this book will help you to become a pro with Alfresco One 5.x development. This book will help you create a complete fully featured app for your organization and while you create that perfect app, you will explore and implement the new and intriguing features of Alfresco. The book starts with an introduction to the Alfresco platform and you’ll see how to configure and customize it. You will learn how to work with the content in a content management system and how you can extend it to your own use case. Next, you will find out how to work with Alfresco Share, an all-purpose user interface for general document management, and customize it. Moving on, you write web *s that create, read, and delete data in the back-end repository. Further on from that, you’ll work with a set of tools that Alfresco provides; to generate a basic AnglularJS application supporting use cases, to name a few authentication, document list, document view. Finally, you’ll learn how to develop your own Alfresco Mobile app and understand how Smart Folders and Search manager work. By the end of the book, you’ll know how to configure Alfresco to authenticate against LDAP, be able to set up Single Sign-On (SSO), and work with Alfresco’s security services. Style and approach This book takes a step-by-step practical tutorial-style approach helping you create a complete enterprise app using Alfresco.

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0 About This Book Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0 Develop and deploy efficient, scalable real-time Spark solutions Take your understanding of using Spark with Python to the next level with this jump start guide Who This Book Is For If you are a Python developer who wants to learn about the Apache Spark 2.0 ecosystem, this book is for you. A firm understanding of Python is expected to get the best out of the book. Familiarity with Spark would be useful, but is not mandatory. What You Will Learn Learn about Apache Spark and the Spark 2.0 architecture Build and interact with Spark DataFrames using Spark SQL Learn how to solve graph and deep learning problems using GraphFrames and TensorFrames respectively Read, transform, and understand data and use it to train machine learning models Build machine learning models with MLlib and ML Learn how to submit your applications programmatically using spark-submit Deploy locally built applications to a cluster In Detail Apache Spark is an open source framework for efficient cluster computing with a strong interface for data parallelism and fault tolerance. This book will show you how to leverage the power of Python and put it to use in the Spark ecosystem. You will start by getting a firm understanding of the Spark 2.0 architecture and how to set up a Python environment for Spark. You will get familiar with the modules available in PySpark. You will learn how to abstract data with RDDs and DataFrames and understand the streaming capabilities of PySpark. Also, you will get a thorough overview of machine learning capabilities of PySpark using ML and MLlib, graph processing using GraphFrames, and polyglot persistence using Blaze. Finally, you will learn how to deploy your applications to the cloud using the spark-submit command. By the end of this book, you will have established a firm understanding of the Spark Python API and how it can be used to build data-intensive applications. Style and approach This book takes a very comprehensive, step-by-step approach so you understand how the Spark ecosystem can be used with Python to develop efficient, scalable solutions. Every chapter is standalone and written in a very easy-to-understand manner, with a focus on both the hows and the whys of each concept.

Learn to build expert NLP and machine learning projects using NLTK and other Python libraries About This Book Break text down into its component parts for spelling correction, feature extraction, and phrase transformation Work through NLP concepts with simple and easy-to-follow programming recipes Gain insights into the current and budding research topics of NLP Who This Book Is For If you are an NLP or machine learning enthusiast and an intermediate Python programmer who wants to quickly master NLTK for natural language processing, then this Learning Path will do you a lot of good. Students of linguistics and semantic/sentiment analysis professionals will find it invaluable. What You Will Learn The scope of natural language complexity and how they are processed by machines Clean and wrangle text using tokenization and chunking to help you process data better Tokenize text into sentences and sentences into words Classify text and perform sentiment analysis Implement string matching algorithms and normalization techniques Understand and implement the concepts of information retrieval and text summarization Find out how to implement various NLP tasks in Python In Detail Natural Language Processing is a field of computational linguistics and artificial intelligence that deals with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of machine learning. The number of human-computer interaction instances are increasing so it’s becoming imperative that computers comprehend all major natural languages. The first NLTK Essentials module is an introduction on how to build systems around NLP, with a focus on how to create a customized tokenizer and parser from scratch. You will learn essential concepts of NLP, be given practical insight into open source tool and libraries available in Python, shown how to analyze social media sites, and be given tools to deal with large scale text. This module also provides a workaround using some of the amazing capabilities of Python libraries such as NLTK, scikit-learn, pandas, and NumPy. The second Python 3 Text Processing with NLTK 3 Cookbook module teaches you the essential techniques of text and language processing with simple, straightforward examples. This includes organizing text corpora, creating your own custom corpus, text classification with a focus on sentiment analysis, and distributed text processing methods. The third Mastering Natural Language Processing with Python module will help you become an expert and assist you in creating your own NLP projects using NLTK. You will be guided through model development with machine learning tools, shown how to create training data, and given insight into the best practices for designing and building NLP-based applications using Python. This Learning Path combines some of the best that Packt has to offer in one complete, curated package and is designed to help you quickly learn text processing with Python and NLTK. It includes content from the following Packt products: NTLK essentials by Nitin Hardeniya Python 3 Text Processing with NLTK 3 Cookbook by Jacob Perkins Mastering Natural Language Processing with Python by Deepti Chopra, Nisheeth Joshi, and Iti Mathur Style and approach This comprehensive course creates a smooth learning path that teaches you how to get started with Natural Language Processing using Python and NLTK. You’ll learn to create effective NLP and machine learning projects using Python and NLTK.

Deploy, configure, and run clusters of Docker containers with Swarm About This Book Get to grips with Docker Swarm, one of the key components of the Docker ecosystem. Optimize Swarm and SwarmKit features for scaling massive applications through containers. Learn about Docker’s scheduling tricks, high availability, security, and platform scalability. Who This Book Is For If you are a Linux admin or a Docker user who wants to natively manage Docker clusters, then this is the book for you. What You Will Learn Create and manage Swarm Mode clusters of any size Get a backstage view of the biggest Swarms ever built : Swarm2k and Swarm3k, with their 2,300 and 4,700 nodes Discovery mechanisms and Raft Deploy your containerized app on Swarm Administer Swarm clusters on AWS, Azure, and DigitalOcean Integrate Flocker volumes with Swarm Create and manage Swarms on OpenStack Magnum In Detail Docker Swarm serves as one of the crucial components of the Docker ecosystem and offers a native solution for you to orchestrate containers. It’s turning out to be one of the preferred choices for Docker clustering thanks to its recent improvements. This book covers Swarm, Swarm Mode, and SwarmKit. It gives you a guided tour on how Swarm works and how to work with Swarm. It describes how to set up local test installations and then moves to huge distributed infrastructures. You will be shown how Swarm works internally, what’s new in Swarmkit, how to automate big Swarm deployments, and how to configure and operate a Swarm cluster on the public and private cloud. This book will teach you how to meet the challenge of deploying massive production-ready applications and a huge number of containers on Swarm. You'll also cover advanced topics that include volumes, scheduling, a Libnetwork deep dive, security, and platform scalability. Style and approach A comprehensive guide that covers all aspects of Docker Swarm from setup to customization.

Stress is an inevitable part of being lawyer and it can even be a positive force – it can help you push through long hours or meet tough targets. However, when stress becomes excessive, it can be damaging to individuals and to firms, leading to mental and physical sickness, lack of morale or a desire to take on additional responsibility, and worse. The problem is widespread. According to a Law Society survey, 95% of lawyers have some negative stress in their jobs, and 17% say that this is extreme. Lawyers feel overloaded with work, unappreciated, isolated, and unsupported; many complain of unattainable targets, poor pay, and long hours. And while many firms say they have programmes in place that are geared towards improving the wellbeing of staff, 66% of lawyers say they would be concerned about reporting feelings of stress to their employer because of the stigma involved. Nobody wishes to be seen as a weak link in the chain of a professional practice. A solution won’t be found overnight. This book is designed to encourage lawyers and firms to think more about the question of stress, how to recognise it in others and themselves, and how to take action before it becomes excessive. It is written for lawyers everywhere – regardless of location or career level.