Build effective regression models in R to extract valuable insights from real data About This Book ? Implement different regression analysis techniques to solve common problems in data science - from data exploration to dealing with missing values ? From Simple Linear Regression to Logistic Regression - this book covers all regression techniques and their implementation in R ? A complete guide to building effective regression models in R and interpreting results from them to make valuable predictions Who This Book Is For This book is intended for budding data scientists and data analysts who want to implement regression analysis techniques using R. If you are interested in statistics, data science, machine learning and wants to get an easy introduction to the topic, then this book is what you need! Basic understanding of statistics and math will help you to get the most out of the book. Some programming experience with R will also be helpful What You Will Learn ? Get started with the journey of data science using Simple linear regression ? Deal with interaction, collinearity and other problems using multiple linear regression ? Understand diagnostics and what to do if the assumptions fail with proper analysis ? Load your dataset, treat missing values, and plot relationships with exploratory data analysis ? Develop a perfect model keeping overfitting, under-fitting, and cross-validation into consideration ? Deal with classification problems by applying Logistic regression ? Explore other regression techniques – Decision trees, Bagging, and Boosting techniques ? Learn by getting it all in action with the help of a real world case study. In Detail Regression analysis is a statistical process which enables prediction of relationships between variables. The predictions are based on the casual effect of one variable upon another. Regression techniques for modeling and analyzing are employed on large set of data in order to reveal hidden relationship among the variables. This book will give you a rundown explaining what regression analysis is, explaining you the process from scratch. The first few chapters give an understanding of what the different types of learning are – supervised and unsupervised, how these learnings differ from each other. We then move to covering the supervised learning in details covering the various aspects of regression analysis. The outline of chapters are arranged in a way that gives a feel of all the steps covered in a data science process – loading the training dataset, handling missing values, EDA on the dataset, transformations and feature engineering, model building, assessing the model fitting and performance, and finally making predictions on unseen datasets. Each chapter starts with explaining the theoretical concepts and once the reader gets comfortable with the theory, we move to the practical examples to support the understanding. The practical examples are illustrated using R code including the different packages in R such as R Stats, Caret and so on. Each chapter is a mix of theory and practical examples. By the end of this book you will know all the concepts and pain-points related to regression analysis, and you will be able to implement your learning in your projects. Style and approach An easy-to-follow step by step guide which will help you get to grips with real world application of Regression Analysis with R

Master the capabilities of PostgreSQL 10 to efficiently manage and maintain your database About This Book ? Your one-stop guide to mastering advanced concepts in PostgreSQL 10 with ease ? Master query optimization, replication, and high availability with PostgreSQL ? Extend the functionalities of your PostgreSQL instance to suit your organizational needs with minimal effort Who This Book Is For If you are a PostgreSQL data architect or an administrator and want to understand how to implement advanced functionalities and master complex administrative tasks with PostgreSQL 10, then this book is perfect for you. Prior experience of administrating a PostgreSQL database and a working knowledge of SQL are required to make the best use of this book. What You Will Learn ? Get to grips with the advanced features of PostgreSQL 10 and handle advanced SQL ? Make use of the indexing features in PostgreSQL and fine-tune the performance of your queries ? Work with stored procedures and manage backup and recovery ? Master replication and failover techniques ? Troubleshoot your PostgreSQL instance for solutions to common and not-so-common problems ? Learn how to migrate your database from MySQL and Oracle to PostgreSQL without any hassle In Detail PostgreSQL is an open source database used for handling large datasets (big data) and as a JSON document database. This book highlights the newly introduced features in PostgreSQL 10, and shows you how you can build better PostgreSQL applications, and administer your PostgreSQL database more efficiently. We begin by explaining advanced database design concepts in PostgreSQL 10, along with indexing and query optimization. You will also see how to work with event triggers and perform concurrent transactions and table partitioning, along with exploring SQL and server tuning. We will walk you through implementing advanced administrative tasks such as server maintenance and monitoring, replication, recovery, high availability, and much more. You will understand common and not-so-common troubleshooting problems and how you can overcome them. By the end of this book, you will have an expert-level command of advanced database functionalities and will be able to implement advanced administrative tasks with PostgreSQL 10. Style and approach This mastering-level guide delves into the advanced functionalities of PostgreSQL 10

A practical guide designed to get you from basics to current state of art in computer vision systems. About This Book ? Master the different tasks associated with Computer Vision and develop your own Computer Vision applications with ease ? Leverage the power of Python, Tensorflow, Keras, and OpenCV to perform image processing, object detection, feature detection and more ? With real-world datasets and fully functional code, this book is your one-stop guide to understanding Computer Vision Who This Book Is For This book is for machine learning practitioners and deep learning enthusiasts who want to understand and implement various tasks associated with Computer Vision and image processing in the most practical manner possible. Some programming experience would be beneficial while knowing Python would be an added bonus. What You Will Learn ? Learn the basics of image manipulation with OpenCV ? Implement and visualize image filters such as smoothing, dilation, histogram equalization, and more ? Set up various libraries and platforms, such as OpenCV, Keras, and Tensorflow, in order to start using computer vision, along with appropriate datasets for each chapter, such as MSCOCO, MOT, and Fashion-MNIST ? Understand image transformation and downsampling with practical implementations. ? Explore neural networks for computer vision and convolutional neural networks using Keras ? Understand working on deep-learning-based object detection such as Faster-R-CNN, SSD, and more ? Explore deep-learning-based object tracking in action ? Understand Visual SLAM techniques such as ORB-SLAM In Detail In this book, you will find several recently proposed methods in various domains of computer vision. You will start by setting up the proper Python environment to work on practical applications. This includes setting up libraries such as OpenCV, TensorFlow, and Keras using Anaconda. Using these libraries, you'll start to understand the concepts of image transformation and filtering. You will find a detailed explanation of feature detectors such as FAST and ORB; you'll use them to find similar-looking objects. With an introduction to convolutional neural nets, you will learn how to build a deep neural net using Keras and how to use it to classify the Fashion-MNIST dataset. With regard to object detection, you will learn the implementation of a simple face detector as well as the workings of complex deep-learning-based object detectors such as Faster R-CNN and SSD using TensorFlow. You'll get started with semantic segmentation using FCN models and track objects with Deep SORT. Not only this, you will also use Visual SLAM techniques such as ORB-SLAM on a standard dataset. By the end of this book, you will have a firm understanding of the different computer vision techniques and how to apply them in your applications. Style and approach Step-by-step guide filled with real-world, practical examples for understanding and applying various Computer Vision techniques

A highly detailed guide to performing powerful attack vectors in many hands-on scenarios and defending significant security flaws in your company's infrastructure About This Book ? Advanced exploitation techniques to breach modern operating systems and complex network devices ? Learn about Docker breakouts, Active Directory delegation, and CRON jobs ? Practical use cases to deliver an intelligent endpoint-protected system Who This Book Is For If you are a system administrator, SOC analyst, penetration tester, or a network engineer and want to take your penetration testing skills and security knowledge to the next level, then this book is for you. Some prior experience with penetration testing tools and knowledge of Linux and Windows command-line syntax is beneficial. What You Will Learn ? Exposure to advanced infrastructure penetration testing techniques and methodologies ? Gain hands-on experience of penetration testing in Linux system vulnerabilities and memory exploitation ? Understand what it takes to break into enterprise networks ? Learn to secure the configuration management environment and continuous delivery pipeline ? Gain an understanding of how to exploit networks and IoT devices ? Discover real-world, post-exploitation techniques and countermeasures In Detail It has always been difficult to gain hands-on experience and a comprehensive understanding of advanced penetration testing techniques and vulnerability assessment and management. This book will be your one-stop solution to compromising complex network devices and modern operating systems. This book provides you with advanced penetration testing techniques that will help you exploit databases, web and application servers, switches or routers, Docker, VLAN, VoIP, and VPN. With this book, you will explore exploitation abilities such as offensive PowerShell tools and techniques, CI servers, database exploitation, Active Directory delegation, kernel exploits, cron jobs, VLAN hopping, and Docker breakouts. Moving on, this book will not only walk you through managing vulnerabilities, but will also teach you how to ensure endpoint protection. Toward the end of this book, you will also discover post-exploitation tips, tools, and methodologies to help your organization build an intelligent security system. By the end of this book, you will have mastered the skills and methodologies needed to breach infrastructures and provide complete endpoint protection for your system. Style and approach Your one-stop guide to mastering the skills and methodologies of breaching infrastructures and providing complete endpoint protection to your system.

A pragmatic companion guide to your Agile journey About This Book ? Make your team Agile by implementing industry-standard Agile techniques ? Assess scope, scale up efficiently ? Create the correct roles and identify the right candidates for your team ? Finish your projects faster and stay ahead of the curve Who This Book Is For If you’re a software developer or a project manager with little to no experience of Agile, but you want to efficiently implement it, this is the book for you. What You Will Learn ? Create a solid foundation that gives your team an Agile jumpstart ? Understand how to select and evolve practices to increase your team’s agility ? Use experiments to accelerate your team’s understanding ? Fine-tune your approach by incorporating aspects of Lean and Lean Startup ? Know how to foster an environment of continuous improvement and learning that will become self-sustaining In Detail This book will help you overcome the common challenges you’ll face when transforming your working practices from waterfall to Agile. Each chapter builds on the last, starting with easy-to-grasp ways to get going with Agile. Next you’ll see how to choose the right Agile framework for your organization. Moving on, you’ll implement systematic product delivery and measure and report progress with visualization. Then you’ll learn how to create high performing teams, develop people in Agile, manage in Agile, and perform distributed Agile and collaborative governance. At the end of the book, you’ll discover how Agile will help your company progressively deliver software to customers, increase customer satisfaction, and improve the level of efficiency in software development teams. Style and approach Think of this book like a manual, rather than a theoretical textbook. It’s packed full of visual ways to understand Agile, helpful tips to get you set up quickly, tried and tested solutions when challenges arise, and heaps of support to get the day-to-day tasks in Agile done. You’ll want to keep a copy on your desk, right next to your coffee cup.

5 real-world projects to help you master deep learning concepts About This Book ? Master the different deep learning paradigms and build real-world projects related to text generation, sentiment analysis, fraud detection, and more ? Get to grips with R's impressive range of Deep Learning libraries and frameworks such as deepnet, MXNetR, Tensorflow, H2O, Keras, and text2vec ? Practical projects that show you how to implement different neural networks with helpful tips, tricks, and best practices Who This Book Is For Machine learning professionals and data scientists looking to master deep learning by implementing practical projects in R will find this book a useful resource. A knowledge of R programming and the basic concepts of deep learning is required to get the best out of this book. What You Will Learn ? Instrument Deep Learning models with packages such as deepnet, MXNetR, Tensorflow, H2O, Keras, and text2vec ? Apply neural networks to perform handwritten digit recognition using MXNet ? Get the knack of CNN models, Neural Network API, Keras, and TensorFlow for traffic sign classification ? Implement credit card fraud detection with Autoencoders ? Master reconstructing images using variational autoencoders ? Wade through sentiment analysis from movie reviews ? Run from past to future and vice versa with bidirectional Long Short-Term Memory (LSTM) networks ? Understand the applications of Autoencoder Neural Networks in clustering and dimensionality reduction In Detail R is a popular programming language used by statisticians and mathematicians for statistical analysis, and is popularly used for deep learning. Deep Learning, as we all know, is one of the trending topics today, and is finding practical applications in a lot of domains. This book demonstrates end-to-end implementations of five real-world projects on popular topics in deep learning such as handwritten digit recognition, traffic light detection, fraud detection, text generation, and sentiment analysis. You'll learn how to train effective neural networks in R—including convolutional neural networks, recurrent neural networks, and LSTMs—and apply them in practical scenarios. The book also highlights how neural networks can be trained using GPU capabilities. You will use popular R libraries and packages—such as MXNetR, H2O, deepnet, and more—to implement the projects. By the end of this book, you will have a better understanding of deep learning concepts and techniques and how to use them in a practical setting. Style and approach This book's unique, learn-as-you-do approach ensures the reader builds on his understanding of deep learning progressively with each project. This book is designed in such a way that implementing each project will empower you with a unique skillset and enable you to implement the next project more confidently.

Become an Ethereum Blockchain developer using a blend of concepts and hands-on implementations About This Book ? Understand the Ethereum Ecosystem and its differences from its rich cousin Bitcoin ? Explore the Solidity programming language and smart contract optimizations ? Get a developer’s perspective of Blockchain-as-a-technology with exposure to common challenges faced while building decentralized applications Who This Book Is For If you want to know the ins and outs of the Ethereum network and build your own decentralized applications, then this book is what you need! This book is for anyone who is interested in blockchain and wants to become an Ethereum developer. It’s ideal for existing Ethereum developers who want to develop Ethereum using smart contracts. Basic knowledge of cryptography is expected but is not mandatory. What You Will Learn ? Know how to build your own smart contracts and cryptocurrencies ? Understand the Solidity language ? Find out about data types, control structure, functions, inheritance, mathematical operations, and much more ? See the various types of forks and discover how they are related to Ethereum ? Get to know the various concepts of web3.js and its APIs so you can build client-side apps ? Build a DAO from scratch and acquire basic knowledge of DApps on Ethercast ? Be guided through the project so you can optimize EVM for smart contracts ? Build your own decentralized applications (DApps) by taking a practical approach In Detail Ethereum is a public, blockchain-based distributed computing platform featuring smart contract functionality. This book is your one-stop guide to blockchain and Ethereum smart contract development. We start by introducing you to the basics of blockchain. You'll learn about hash functions, Merkle trees, forking, mining, and much more. Then you'll learn about Ethereum and smart contracts, and we'll cover Ethereum virtual machine (EVM) in detail. Next, you'll get acquainted with DApps and DAOs and see how they work. We'll also delve into the mechanisms of advanced smart contracts, taking a practical approach. You'll also learn how to develop your own cryptocurrency from scratch in order to understand the business behind ICO. Further on, you'll get to know the key concepts of the Solidity programming language, enabling you to build decentralized blockchain-based applications. We'll also look at enterprise use cases, where you'll build a decentralized microblogging site. At the end of this book, we discuss blockchain-as-a-service, the dark web marketplace, and various advanced topics so you can get well versed with the blockchain principles and ecosystem. Style and approach This comprehensive guide takes a practical approach by showing you how to implement Blockchain in different Enterprise use cases. You’ll quickly brush up on the basics of the blockchain database, then learn the advanced intricacies of smart contract development.

Gain comprehensive insight into WPF mechanics and capabilities. About This Book ? Gain a strong foundation in WPF features and patterns ? Leverage the MVVM pattern to build decoupled, maintainable apps ? Increase efficiency through Performance tuning and UI automation Who This Book Is For The book is intended for developers who are relatively new to WPF (Windows Presentation Foundation), or those who have been working with WPF for some time, but want to get a deeper understanding of its foundation and concepts to gain practical knowledge. Basic knowledge of C# and Visual Studio is assumed. What You Will Learn ? Understand the fundamentals of WPF ? Explore the major controls and manage element layout ? Implement data binding ? Create custom elements that lead to a particular implementation path ? Customize controls, styles, and templates in XAML ? Leverage the MVVM pattern to maintain a clean and reusable structure in your code ? Master practical animations ? Integrate WCF services in a WPF application ? Implement WPFs support for debugging and asynchronous operations In Detail Windows Presentation Foundation (WPF) is Microsoft's development tool for building rich Windows client user experiences that incorporate UIs, media, and documents. With the updates in .NET 4.7, Visual Studio 2017, C# 7, and .NET Standard 2.0, WPF has taken giant strides and is now easier than ever for developers to use. If you want to get an in-depth view of WPF mechanics and capabilities, then this book is for you. The book begins by teaching you about the fundamentals of WPF and then quickly shows you the standard controls and the layout options. It teaches you about data bindings and how to utilize resources and the MVVM pattern to maintain a clean and reusable structure in your code. After this, you will explore the animation capabilities of WPF and see how they integrate with other mechanisms. Towards the end of the book, you will learn about WCF services and explore WPF's support for debugging and asynchronous operations. By the end of the book, you will have a deep understanding of WPF and will know how to build resilient applications. Style and approach This book takes a recipe-based approach to teaching you how to create fault-tolerant WPF applications.

Build your own hybrid cloud strategy with this comprehensive learning guide. About This Book ? Build a hybrid cloud strategy for your organization with AWS and OpenStack ? Leverage Hybrid Cloud to design a complex deployment pipeline ? Learn to implement security and monitoring best practices with real-world examples Who This Book Is For This book is targeted at cloud architects, cloud solution providers, DevOps engineers, or any working stakeholder who wants to learn about the hybrid cloud architecture. A basic understanding of public and private cloud is desirable. What You Will Learn ? Learn the demographics and definitions of Hybrid Cloud ? Understand the different architecture and design of Hybrid Cloud ? Explore multi-cloud strategy and use it with your hybrid cloud ? Implement a Hybrid Cloud using CMP / Common API’s ? Implement a Hybrid Cloud using Containers ? Overcome various challenges and issues while working with your Hybrid Cloud ? Understand how to monitor your Hybrid Cloud ? Discover the security implications in the Hybrid Cloud In Detail Hybrid cloud is currently the buzz word in the cloud world. Organizations are planning to adopt hybrid cloud strategy due to its advantages such as untested workloads, cloud-bursting, cloud service brokering and so on. This book will help you understand the dynamics, design principles, and deployment strategies of a Hybrid Cloud. You will start by understanding the concepts of hybrid cloud and the problems it solves as compared to a stand-alone public and private cloud. You will be delving into the different architecture and design of hybrid cloud. The book will then cover advanced concepts such as building a deployment pipeline, containerization strategy, and data storage mechanism. Next up, you will be able to deploy an external CMP to run a Hybrid cloud and integrate it with your OpenStack and AWS environments. You will also understand the strategy for designing a Hybrid Cloud using containerization and work with pre-built solutions like vCloud Air, VMware for AWS, and Azure Stack. Finally, the book will cover security and monitoring related best practices that will help you secure your cloud infrastructure. By the end of the book, you will be in a position to build a hybrid cloud strategy for your organization. Style and approach This book follows a step-by-step, practical approach to deploying and implementing hybrid cloud architectures using AWS and OpenStack.

Build neural network models in text, vision and advanced analytics using PyTorch About This Book ? Learn PyTorch for implementing cutting-edge deep learning algorithms. ? Train your neural networks for higher speed and flexibility and learn how to implement them in various scenarios; ? Cover various advanced neural network architecture such as ResNet, Inception, DenseNet and more with practical examples; Who This Book Is For This book is for machine learning engineers, data analysts, data scientists interested in deep learning and are looking to explore implementing advanced algorithms in PyTorch. Some knowledge of machine learning is helpful but not a mandatory need. Working knowledge of Python programming is expected. What You Will Learn ? Use PyTorch for GPU-accelerated tensor computations ? Build custom datasets and data loaders for images and test the models using torchvision and torchtext ? Build an image classifier by implementing CNN architectures using PyTorch ? Build systems that do text classification and language modeling using RNN, LSTM, and GRU ? Learn advanced CNN architectures such as ResNet, Inception, Densenet, and learn how to use them for transfer learning ? Learn how to mix multiple models for a powerful ensemble model ? Generate new images using GAN’s and generate artistic images using style transfer In Detail Deep learning powers the most intelligent systems in the world, such as Google Voice, Siri, and Alexa. Advancements in powerful hardware, such as GPUs, software frameworks such as PyTorch, Keras, Tensorflow, and CNTK along with the availability of big data have made it easier to implement solutions to problems in the areas of text, vision, and advanced analytics. This book will get you up and running with one of the most cutting-edge deep learning libraries—PyTorch. PyTorch is grabbing the attention of deep learning researchers and data science professionals due to its accessibility, efficiency and being more native to Python way of development. You'll start off by installing PyTorch, then quickly move on to learn various fundamental blocks that power modern deep learning. You will also learn how to use CNN, RNN, LSTM and other networks to solve real-world problems. This book explains the concepts of various state-of-the-art deep learning architectures, such as ResNet, DenseNet, Inception, and Seq2Seq, without diving deep into the math behind them. You will also learn about GPU computing during the course of the book. You will see how to train a model with PyTorch and dive into complex neural networks such as generative networks for producing text and images. By the end of the book, you'll be able to implement deep learning applications in PyTorch with ease. Style and approach An end-to-end guide that teaches you all about PyTorch and how to implement it in various scenarios.

South African born Elon Musk is the renowned entrepreneur and innovator behind PayPal, SpaceX, Tesla, and SolarCity. Musk wants to save our planet; he wants to send citizens into space, to form a colony on Mars; he wants to make money while doing these things; and he wants us all to know about it. He is the real-life inspiration for the Iron Man series of films starring Robert Downey Junior. The personal tale of Musk’s life comes with all the trappings one associates with a great, drama-filled story. He was a freakishly bright kid who was bullied brutally at school, and abused by his father. In the midst of these rough conditions, and the violence of apartheid South Africa, Musk still thrived academically and attended the University of Pennsylvania, where he paid his own way through school by turning his house into a club and throwing massive parties. He started a pair of huge dot-com successes, including PayPal, which eBay acquired for $1.5 billion in 2002. Musk was forced out as CEO and so began his lost years in which he decided to go it alone and baffled friends by investing his fortune in rockets and electric cars. Meanwhile Musk’s marriage disintegrated as his technological obsessions took over his life ... Elon Musk is the Steve Jobs of the present and the future, and for the past twelve months, he has been shadowed by tech reporter, Ashlee Vance. Elon Musk: How the Billionaire CEO of Spacex and Tesla is Shaping our Future is an important, exciting and intelligent account of the real-life Iron Man.

Si piensa que sabe todo sobre vampiros y licántropos está equivocado... muy, muy equivocado. ** Autor entre los 100 Más Vendidos de AMAZON – Más de 250,000,000 Páginas Leídas (?Entre las 20 Mejores Series de Kindle Unlimited!) ** Mil a?os de esfuerzos para mantener oculto el Mundo Desconocido se están desmoronando y el Patriarca está cansado. Necesita encontrar a alguien que lo sustituya ?l encuentra a Bethany Anne. Desconocida, inexperta y sin haber sido probada, ella se plantea lograr lo imposible mientras forja un nuevo futuro. Uno que nadie sabía que estaba en peligro. ?Y lo hace con una actitud que hará que usted se ponga de pie y le aplauda! Dicen que un vestido y una buena actitud pueden hacer a una mujer, pero en este caso, el vestido es la muerte, y la muerte y el mal genio le sientan bien, de verdad muy bien y la muerte en realidad se convierte en ella.. ** Por favor tenga en cuenta que, hay lenguaje flagrantemente pesado en estas novelas. El personaje principal no tiene ningún problema con maldecir, solo tiene problemas con insultos sin inspiración.

If a rocketship dies,?who?wins? The world’s most advanced rocket company suffers a catastrophic explosion that?becomes a publicity disaster. Within hours, the new CEO Matt Toscano learns he faces much deeper trouble than a public relations problem— The California Governor plans to destroy him. Suddenly mankind’s best hope of better space travel lies on the water, with the BrainTrust. Fortunately Dash Ambarawati, the BrainTrust’s most brilliant researcher, has studied rocket science since childhood. With her help, Matt stands a chance. But Dash brings trouble with her. Matt and Dash find themselves with a host of enemies on their heels, including the Russian Union Premier and the American President for Life. The race is on. One way or the other, this race will end in a?Crescendo of Fire. Meanwhile, An itty bitty ninja gets her fondest wish.?An ex-commando squares off with a Red Princess. And a retired project director toils quietly behind the scenes. Kidnappers, oligarchs, politicians, dictators, princelings—outwitting them is not just a job, it’s an adventure.? And all in a day’s work…on the BrainTrust. Scroll back to the top, and click “Read for Free” or “Buy Now” and kick back for a thought-provoking, action-packed adventure that will have you staying up all night reading to discover the truth!

WHEREVER YOU LOOK, LIFE AND DEATH STARE YOU IN THE FACE. Born from the fertile imagination of bestselling author Michael Anderle Fountain of Youth, or Valley of Death? One missile fired at Earth. One political decision could change the future of mankind when apocalypse happened. Fighting hard, multiple countries band together to successfully?pause?the apocalypse. Now, we have the future of mankind growing in the Sahara Desert, and we need hard, smart people to pull out the secrets. So what did the military want with?Dr. Christopher Lin? By the time his helicopter ride was on the ground, he wasn't a ZOO virgin any longer. The government needs the best of the best military and scientific minds working out how to pull the secrets from the ZOO, while keeping the deadly fauna and flora in check. There is one major problem, the ZOO is transforming too quickly, and they didn't even have the basic information from the Bio-Domes on what went wrong. First Lieutenant Doctor Emma Kemp needed another brain to help her get inside the ZOO and retrieve vital information for the world. Only one small problem, the ZOO doesn't want to give up its secrets. ARE YOU READY TO ENTER THE ZOO? ---- Join?Dr. Christopher Lin?as he learns about the ZOO, how to stay alive and the opportunities that being a part of the ZOO has brought humanity. The future is looking interesting and humorous,?except for the death part.

When there is money, there are people trying to keep it all to themselves. Can a person survive not only the ZOO, but people hoping they will die? Born from the fertile imagination of bestselling author Michael Anderle… ?Dr. Christopher Lin has to go into the ZOO a third time, but will it be the last? He has been played by the one person he was hoping to save. Sometimes, the ZOO is too much for one man to handle. Even with a team, it is highly questionable if the unsaved care to be enlightened. By the time Chris figures out the true danger, he has to make a decision that will change his future. In the end, will Chris choose to save his friend? Will the potential sacrifice be worth it? ARE YOU READY TO ENTER THE ZOO? ---- Join?Dr. Christopher Lin?as he learns about the ZOO, how to stay alive and the opportunities that being a part of the ZOO has brought humanity. The future is looking interesting and humorous,?except for the death part.

SOMETHING IS INSANELY WRONG IN THE ZOO. Born from the fertile imagination of bestselling author Michael Anderle… BUT WHAT ELSE IS NEW? Wallace is not unstoppable, and the ZOO is more than willing to demonstrate that to him personally. Hall has information about Kemp, and he wants Wallace to bring her back alive. Given his leftover doubts from his conversation with the German ambassador, will Wallace follow orders? Dr. Christopher Lin has his own data about Kemp, and he is coming back without permission. There are plans within plans for the ZOO. Can Hall accomplish his secret goals while getting rid of Wallace, who has become a problem? Inside the ZOO, it feels like the calm before the storm. In the Sahara, one should be worried. Inside the ZOO, one should be curled into a fetal ball, whimpering in fear. ARE YOU READY TO ENTER THE ZOO? ---- Join?Wallace?as he enters the ZOO, learning how to stay alive as he protects others from the alien entity known as the ZOO. The future is looking interesting and humorous,?except for the death?part?

Cat's used to moving, to never quite fitting in. But when her family moves to Valleyview, she's not expecting what happens next. A serious accident, a coma, then the real strangeness began. Cat is faced with an entirely new set of powers as well as an ancient evil packaged as the high school hero. And if that wasn't?enough, she'll also discover that her family is far more than what she's been told. Grade 10 just got a lot more challenging.

In the aftermath of The Troubles, two brothers near the border to the North, harbour a guilty secret... “Look, there’s no rules of the road out there. Not any more. So how do ya live? Ya use the only thing ya can. Best compass a man has. Only compass a man has. His own heart.” Set in a rural hamlet in Ireland, the isolated lives of two brothers are disturbed by the arrival of a mysterious young woman. This is a story about secrets, atonement, and how, through the forces of love and nature, damaged lives are redeemed. Reviews? “The Pond Theatre Company’s latest production, a world premiere of?The Naturalists?by Jaki McCarrick, promises naturalistic contemporary drama. It delivers on that promise with a well-crafted family drama defined by the 1979 Massacre at Narrow Water.”?Adrienne Sowers,?The Reviews Hub “Lovers of Irish theater and down-to-earth naturalism should like this one.” Diana Barth,?The Epoch Times “Perhaps unsurprising given the title, the play is striking for its naturalism.? Ms. McCarrick’s characters, especially as performed by this outstanding, all-Irish born leading trio, are painfully real and captivating to observe.” Robert Russo,?Stage Left “The Naturalists?introduces us to?Jaki McCarrick, whom we will surely be hearing from again, such is her gift for singular,?sharply drawn characters and dialogue with a touch of the lyric about it.” David Barbour,?Lighting and Sound America “This is fresh and authentic theater. The direction is deft. The characters capture you quickly; you never doubt them.??The script is a glimpse of a moment fraught with all the breakage engendered in the Troubles before, all the specific damage visited on these four people, and all the slim hopes of redemption.” Kathleen Campion,?Front Row Center? “McCarrick puts all the poetry of the play into Francis. He’s bursting with knowledge about the natural world and has the love of teaching others this as well.” Nicole Serratore,?Exeunt NYC “The Naturalists is a compelling look at how one’s “secret” past can suddenly and unexpectedly encroach on the present and delay one’s progress into the future.” David Roberts,?Theatre Reviews Limited ? Jaki McCarrick Jaki McCarrick is an award-winning writer of plays, poetry and fiction. She won the 2010 Papatango New Writing Prize for her play LEOPOLDVILLE, and her play BELFAST GIRLS, developed at the National Theatre London, was shortlisted for the Susan Smith Blackburn Prize and the 2014 BBC Tony Doyle Award. BELFAST GIRLS premiered in Chicago in May 2015 to much critical acclaim (Windy City Times Critics’ Pick) and opened this spring in Vancouver. The West Coast Premiere of the play opens on November 17th in Portland Oregon. Jaki has also recently been selected for the Irish Film Board’s Talent Development Initiative to adapt BELFAST GIRLS for the screen. ?In 2015, her plays BELFAST GIRLS, LEOPOLDVILLE and THE MUSHROOM PICKERS (staged at the Southwark Playhouse in 2006 to several 4 Star reviews), were published by Samuel French. Her play BOHEMIANS was read at RADA on January 18th 2017, starring Imogen Stubbs and Rob Jarvis, directed by Tilly Vosburgh. In 2016 Jaki was shortlisted for the St. John’s College, Cambridge’s Harper-Wood Studentship for her short play TUSSY about Eleanor Marx, a piece she is currently developing. ? Jaki also won the 2010 Wasafiri prize for short fiction and followed this with the publication of her debut story collection, The Scattering, published by Seren Books. The book was shortlisted for the 2014 Edge Hill Prize. Winner of the inaugural John Lennon Poetry Competition, she has also had numerous poems published in literary journals including Ambit, Poetry Ireland Review, Irish Pages, Blackbox Manifold etc. ? Recently longlisted for the inaugural Irish Fiction Laureate, Jaki is currently editing her first novel and a second collection of short stories called Night of the Frogs. Screenplay projects also include adaptations of her short story Hellebores and her first play, THE MUSHROOM PICKERS. ? She has held numerous residencies including Writer-in-Residence at the Centre Culturel Irlandais in Paris & also regularly writes arts pieces for the Times Literary Supplement (TLS), The Irish Examiner and other publications

Winner of the Virginia Prize for Fiction A young American on a vacation trip around India with her boyfriend, steps down off the train for a bottle of water at Shambala Junction, only to find herself stranded at the town with no phone or money, she has to rely on the kindness of strangers... A journey into the heart of India, Iris is forced to question her beliefs and values and to learn what really counts.? "... a refreshingly original viewpoint on the traditional ‘coming of age’ story, brimming with powerful women, a complex society and fundamental human truths laid out in all its gritty beauty.”? -SkyLightRain “An enlightening and enjoyable read. As much a cultural exploration as it is a love story, the book is a remarkable webbing of different viewpoints. Mukherjee is able to translate captivating realities to a wide audience through pulsing characters, with a natural story-telling ability that is inviting and enlightening.”? -Windy City Review “My hat is off to you for making Shambala Junction a compelling, suspenseful novel that illuminates the personal and social consequences of corrupt adoptions.” - Umberto Tosi author of Ophelia Rising and contributing editor of Chicago Quarterly Review “… fluid prose that takes firm hold of the plot to produce an invigorating, engaging, and dynamic story.”? -World Literature Today “A truly engaging and lovely read, Shambala Junction is a book that tugs at the reader’s morality while at the same time telling a truly inspiring coming-of-age story.”? -9/10 – Star2.com ?“Shambala Junction takes hold of you and leads you with absolute confidence into one of the most extraordinary journeys any of us ever embark on: the discovery of India.”? -- Barney Norris, author of Five Rivers Met On A Wooded Plain ? About the author Dipika Mukherjee made her debut as a novelist with Thunder Demons (Gyaana Books, 2011), long-listed for the Man Asian Literary Prize. She won the Platform Flash Fiction competition in April 2009. She has edited two anthologies of Southeast Asian short stories: Silverfish New Writing 6 (Silverfish, 2006) and The Merlion and Hibiscus (Penguin, 2002). Her first poetry collection, The Palimpsest of Exile, was published by Rubicon Press in 2009. Her short stories and poems have appeared in publications around the world, including World Literature Today, Asia Literary Review, The South Asia Review, Del Sol Review and Postcolonial Text among others, and have been widely anthologised. She curates an Asian/American Reading Series for the Guild Literary Complex, Chicago. Dipika holds a doctorate in English (Sociolinguistics) from Texas A&M University. She has taught language and linguistic courses in China, India, the Netherlands, United States, Malaysia, and Singapore and now teaches Sociolinguistics at Northwestern University and is Faculty Affiliate at the Equality Development and Globalisation Studies (EDGS), Roberta Buffett Centre for International and Comparative Studies. She lives in Chicago with her husband and they have two sons. ? Reviews “This vividly written, courageous book… a refreshingly original viewpoint on the traditional ‘coming of age’ story, brimming with powerful women, a complex society and fundamental human truths laid out in all its gritty beauty.” --SkyLightRain “An enlightening and enjoyable read. As much a cultural exploration as it is a love story, the book is a remarkable webbing of different viewpoints. Mukherjee is able to translate captivating realities to a wide audience through pulsing characters, with a natural story-telling ability that is inviting and enlightening.” --Windy City Review “My hat is off to you for making Shambala Junction a compelling, suspenseful novel that illuminates the personal and social consequences of corrupt adoptions.” --Umberto Tosi author of Ophelia Rising and contributing editor of Chicago Quarterly Review “… fluid prose that takes firm hold of the plot to produce an invigorating, engaging, and dynamic story.”? --World Literature Today “A truly engaging and lovely read, Shambala Junction is a book that tugs at the reader’s morality while at the same time telling a truly inspiring coming-of-age story.”? --9/10 – Star2.com About previous books: “Dipika Mukherjee uses vibrant imagery and brutally honest observation to create a humanistic portrait of a modern nation still coming to grips with its past.” --City Weekend (Shanghai) “Longlisted for the Man Asian Prize in 2009, Mukherjee’s novel is not unlike Miguel Syjuco’s IIustrado, which won the prize in 2008. Both are grim state-of-the-nation novels based in East Asia, written by peripatetic authors. Both have lead characters who leave relatively comfortable lives in the United States of America to travel back to the troubled East and tragic pasts.” Paperback Pickings, The Telegraph

SHORTLISTED FOR THE POLARI FIRST BOOK PRIZE Next Lesson is a new play by Chris Woodley, about the challenges of growing up gay.? In 1988, 14-year-old Michael comes out as gay. Later he returns to the same school as a teacher. In the background: the notorious Section 28 of Thatcher’s Local Government Act, which prohibited schools from “promoting homosexuality” and divided teachers and parents. The narrative of the play spans from 1988 to 2003. Ideal for drama students, colleges, amateur theatre groups, local theatres. Publishing to coincide with LGBTQ History Month, February 2019. Reviews 'How has being queer in the classroom changed over the pastthirty years? This informative play is your revision guide.Next Lesson is one school play that you won’t want to miss.'***** ‘A Masterpiece’ – Gay Times 'Section 28 was one of the most hateful pieces of legislationbrought in by Margaret Thatcher in the 1980s. Next Lesson byChris Woodley looks at the knock-on effects of this legislationin the same school between 1988 and 2006. It’s funny, movingand heartwarming stuff. This excellent play is a great reminderof how fear and oppression can cause untold damage amongstvulnerable teenagers and that with love, honesty and unity wecan overcome the curveballs life throws at us.'***** ‘Incredible’ – attitude 'Definitely worth going back to school for.'**** – DIVA 'The first thing to say about Chris Woodley’s play NextLesson is that it is very good. An A+, 10 out of 10, top marks,gold star and any other educational phrase that can beapplied to 75 minutes of how relationships work: motherto son, teacher to pupil, friend to friend and lover to lover.'**** ‘A+’ –Boyz 'What Woodley has achieved in his debut play is remarkable…Next Lesson is informative without being didactic, telling avery personal story as well as having clarity of the world atlarge, all the while wearing its heart on its sleeve.'**** ‘Remarkable’ –Female Arts 'Brought in by the Thatcher regime, Section 28 of the 1988 Local Government Act forbade local authorities from promoting homosexual relationships as equal to heterosexual ones. This hated piece of legislation created confusion and caution in schools, undoubtedly prevented teachers from addressing homophobic bullying, denying lesbian and gay pupils appropriate sex and social education. Chris Woodley’s excellent play charts the education system through those years, creating lesbian, gay and bi characters from both sides of the classroom and staff room.'**** ‘Highly entertaining’ –British Theatre 'This short production touches on a number of key issues that affected countless people within the LGBT+ community (and their loved ones), not just in the wake of Section 28 but throughout history. ‘Next Lesson’ is an educational piece devoted to the examination of this vital part in legal discrimination’s history, and will be eye- opening to many who perhaps did not know about this law and its damaging legacy.'**** ‘Impressive’ –West End Wilma About the author Chris Woodley is an actor, writer, teacher and co-founder of Hyphen Theatre Company. Chris trained as an actor at Mountview Academy of Theatre Arts.As a writer, his credits include: The Soft Subject (A Love Story) (Assembly Hall), Bedtime Story (Theatre Royal Stratford East), Next Lesson (The Pleasance) and co-writer for My Boyfriend Jesus Christ (Karamel Klub) and When The Lights Went Out At Christmas (The BRIT School).His recent theatre credits include: KATE (Greenwich Theatre), You Should Be So Lucky (Above The Stag), Walking: Holding (The Yard), From Russia, For Love (Theatre Deli), An Enemy of the People (New Diorama), The Gay Naked Play (Above The Stag), This Child (The Bridewell Theatre) and Rainman (Karamel Klub).Television credits include: Extras.

Cinderella, A new stage adaptation of the popular fairytale by Matt Beames with Lyrics by Kayleigh Benham.? A witty updating of the classic Cinderella story for our times. As the feast of Midwinter approaches, the King wishes to find a suitable partner for his eldest son and heir to the throne, Prince Arren.He decrees a Midwinter Ball and all across the land his excited people prepare for the big celebration. But in a small shoe shop close to the palace, one young woman sits at her workbench,?carefully making shoe after shoe after shoe… Poor Cinderella has so much work to do, she can’t hope to go to the Ball, however much she might wish to… but sometimes dreams really do come true! "No matter how difficult the journey, the right pair of?shoes will get you where you need to be.” ABOUT THE AUTHOR Matt Beames?is a writer based in the Southampton area. He loves stories of all kinds and has been writing and telling his own since childhood. His work is often inspired by and draws on folklore and mythology from around the world. Matt writes for the theatre as well as long and short fiction, poetry, comics and he is also developing an original board game. His writing for theatre includes more than ten plays and adaptations that have been performed in various professional and youth theatre productions in the UK and even as far as Seattle, USA. Aurora Metro has also published Matt’s adaptations of?Sleeping Beauty?(2017) and his other recent projects include adaptations of Jules Verne’s?Journey to the Centre of the Earth?and?The Signal-Man?by Charles Dickens. PRAISE FOR PREVIOUS WORK “A heart-warming tale of friendship and the power of?storytelling. Matt Beames has taken the traditional story?of Sleeping Beauty and adapted it for a modern audience.”– Review 2017