What would you sacrifice for your children? Ballymor, Ireland, 1847 As famine grips the country Kitty McCarthy is left widowed and alone. Fighting to keep her two remaining children alive against all odds, Kitty must decide how far she will go to save her family. Present day Arriving in Ballymor, Maria is researching her ancestor, Victorian artist Michael McCarthy – and his beloved mother, the mysterious Kitty who disappeared without a trace. Running from her future, it’s not only answers about the past that Maria hopes to find in Ireland. As her search brings her closer to the truth about Kitty’s fate, Maria must make the biggest decision of her life.

‘AMAZING. I read it in one go. I was totally hooked.’ MARIAN KEYES ‘Utterly addictive. Compulsive, twisty, tense.’ CLAIRE DOUGLAS, author of Local Girl Missing Her name was Rose. You watched her die. And her death has created a vacancy. When Emily lets a stranger step out in front of her, she never imagines that split second will change her life. But after Emily watches a car plough into the young mother – killing her instantly – she finds herself unable to move on. And then she makes a decision she can never take back. Because Rose had everything Emily had ever dreamed of. A beautiful, loving family, a great job and a stunning home. And now Rose’s husband misses his wife, and their son needs a mother. Why couldn’t Emily fill that space? But as Emily is about to discover, no one’s life is perfect … and not everything is as it seems. 'A powerful and emotional psychological thriller that will keep you guessing and leave you breathless.' C. L. TAYLOR, author of The Fear ‘I devoured it in a couple of days. Claire Allan managed to maintain an unsettling sense of unease that started at the very beginning and didn't let up at all.’ ELLE CROFT, author of The Guilty Wife ‘A psychological thriller with a heart: taut, emotionally challenging and unlike so many thrillers, each twist and turn is here because it deserves to be and not for the sake of it.’ JOHN MARRS, author of THE ONE

The Top 10 Sunday Times bestseller ‘A page-turning whodunnit that will speak to anyone who's ever had a frenemy.’ Ruth Ware ‘A gripping, tangled web of a novel―it pulls you in and doesn’t let you go. I loved it! Shari Lapena It’s Always the Husband…unless it’s the best friend. Kate, Aubrey and Jenny are inseparable at college – friends who promised they’d always be there for each other. But twenty years later, their friendship is about to take a deadly turn. Kate married the gorgeous party boy, Aubrey married up, and Jenny married the boy next door, but when one of the friends dies in shocking circumstances, will everyone assume that it’s always the husband? Or could it be the best friend? IT’S ALWAYS THE HUSBAND is the gripping debut which will keep you guessing until the very last page.

The No.1 Sunday Times bestseller If you don't face your enemies – they'll stab you in the back. One of them has a gun to his head. Who will pull the trigger? When king of the underworld Vinny Butler goes into business with respected villain Eddie Mitchell, it's a match made in East End legend. Friends and family are treated like gold, enemies like rats – it's the life. Then mysterious packages arrive, dead creatures and threats. Someone is out for revenge. Who the enemy is, nobody knows, anyone could be taking a pop. The gypsies who cursed Eddie, ghosts from Vinny's past, enemies needing revenge. Even their own flesh and blood? There are some people you should never cross, some who can't forgive or forget. Who is the backstabber?

Don’t Trust This Book Don’t Trust These People Don’t Trust Yourself And whatever you do, DON’T give away that ending… Behind Her Eyes has been called the new Girl on the Train and Gone Girl . This is one psychological thriller you will not want to miss. Louise Since her husband walked out, Louise has made her son her world, supporting them both with her part-time job. But all that changes when she meets… David Young, successful and charming – Louise cannot believe a man like him would look at her twice let alone be attracted to her. But that all comes to a grinding halt when she meets his wife… Adele Beautiful, elegant and sweet – Louise's new friend seems perfect in every way. As she becomes obsessed by this flawless couple, entangled in the intricate web of their marriage, they each, in turn, reach out to her. But only when she gets to know them both does she begin to see the cracks… Is David really the man she thought she knew and is Adele as vulnerable as she appears? Just what terrible secrets are they both hiding and how far will they go to keep them? ‘Fully realized characters, peerless writing, a tank of a plot that sustains the suspense right to the end, and a whammy of a finale. It takes a lot to catch me out, but this one did. It'll get you too…’ Joanne Harris

Feather Tucker has two wishes: 1)To get her mum healthy again 2) To win the Junior UK swimming championships When Feather comes home on New Year’s Eve to find her mother – one of Britain’s most obese women- in a diabetic coma, she realises something has to be done to save her mum’s life. But when her Mum refuses to co-operate Feather realises that the problems run deeper than just her mum’s unhealthy appetite. Over time, Feather’s mission to help her Mum becomes an investigation. With the help of friends old and new, and the hindrance of runaway pet goat Houdini, Feather’s starting to uncover when her mum’s life began to spiral out of control and why. But can Feather fix it in time for her mum to watch her swim to victory? And can she save her family for good?

Sarah Gibb studied Graphic Design at St Martins and then did an MA in Sequential Illustration at the University of Brighton. She illustrates the incredibly popular children’s fiction series, The Tiara Club, and novels such as The Nanny Diaries. As well as illustrating books, Sarah works on greetings cards and packaging for clients including Crabtree and Evelyn, Marks and Spencer and Harrods. She lives in London with her husband and young son

‘A total white knuckle stay-up-all-night thrill ride’ (Harlan Coben) from the bestselling author of Reckless and Killing Hour. Fifteen seconds can tear a life apart.. OUT OF TOWN Dr Henry Steadman has it all: a booming business, a daughter he loves, and plenty of time to enjoy life. But while visiting upstate Florida, a police-stop ends in the shooting of a local cop – with Henry as the prime suspect. OUT OF LUCK Framed for a second murder, this time of a close friend, Henry goes on the run. His only lifeline is state-trooper Carrie Holmes, no stranger to tragedy herself, who can help prove his innocence. But they are in a dead-end – the police are closing in, the killer is getting away. OUT OF TIME This is not just a set-up, it’s far more personal. Henry’s nightmare is complete when his daughter is kidnapped. Suddenly, survival is not enough: he must save his daughter. Everything has been taken away from him – but now, Henry has nothing left to lose…

‘A feel-good story with oodles of charm’ Daily Mail For generations, the Stone family have been making wishes on the old willow tree in their garden. And this year they’re wishing harder than ever… In the small village of Noon Sun, Benedict and Estelle thought they’d found their happy ever after. But, unable to have the children they’ve longed for, their marriage has hit the rocks and Estelle has moved out. Devastated but unwilling to accept defeat, jeweller Benedict vows to win her back – he just doesn’t know how. The unexpected – and uninvited – arrival of his estranged sixteen-year-old niece, Gemma, is the last thing he needs. But when a decades old secret is brought to light, Benedict and Estelle realise they’re not the only ones in need of a second chance. And that maybe the family they wished for has been there all along… Praise for bestselling author Phaedra Patrick’s award-winning debut The Curious Charms of Arthur Pepper: ‘Gorgeous’ Heat ‘A charming, unforgettable story’ Harper’s Bazaar

The brand new Wartime drama novel from bestselling author Annie Groves, perfect for fans of Christmas on the Mersey and Child of the Mersey Rita Kennedy has finally seen through her good-for-nothing husband, Charlie. Now he’s gone AWOL with his fancy woman and left her at the mercy of the local gossips. Her future is full of uncertainty and the only thing that keeps her going is knowing that her children are safe from the Luftwaffe – and the letters that she receives from Jack Callaghan, her childhood sweetheart – but a life together can is just a distant fantasy. Meanwhile, Kitty Callaghan has joined the WRENS and it’s opened up a whole new world. But despite finding romance with a handsome doctor, she still can’t forget Frank Feeny, the brave officer from Empire Street who still inhabits her dreams. As the bombs rain down on Liverpool, Rita and Kitty must face heartache and sorrow as they pray for the sun to shine on the Mersey once again.

Previously published as ‘For Better For Worse’ A dramatic read from Sunday Times bestseller, Pam Weaver, filled with bigamy, scandal and friendships which bring hope in the darkness. The perfect read for fans of Katie Flynn and Maureen Lee. July 1948. As Britain recovers from WWII, Annie Royal is looking to the future. Recently married to Henry, and with a baby on the way, she and her new husband are happily settled in the seaside town of Worthing. But a knock at the door brings Annie’s world crashing down. On her doorstep stands Sarah and her two young children. As they talk, Sarah reveals that she is Henry’s wife – and she has been searching for him since he walked out on their family a year ago. Struggling to believe what she’s hearing, Annie is forced to accept the truth when Henry is arrested for bigamy. Alone, with no one to support her, and with the baby due to arrive imminently, Annie must look to the most unlikely of places to find support in her darkest hour…

It's not until you're broken that you find your sharpest edge "I was born for killing – the gods made me to ruin" At the Convent of Sweet Mercy young girls are raised to be killers. In a few the old bloods show, gifting talents rarely seen since the tribes beached their ships on Abeth. Sweet Mercy hones its novices’ skills to deadly effect: it takes ten years to educate a Red Sister in the ways of blade and fist. But even the mistresses of sword and shadow don’t truly understand what they have purchased when Nona Grey is brought to their halls as a bloodstained child of eight, falsely accused of murder: guilty of worse. Stolen from the shadow of the noose, Nona is sought by powerful enemies, and for good reason. Despite the security and isolation of the convent her secret and violent past will find her out. Beneath a dying sun that shines upon a crumbling empire, Nona Grey must come to terms with her demons and learn to become a deadly assassin if she is to survive… A brilliant new series from the bestselling author of PRINCE OF THORNS

Michael James is a culture and lifestyle consultant, International yoga teacher and founder of Boys of Yoga.Boys of Yoga is a global movement helping to challenge and shift stereotypes of men in yoga. Michael is a leading voice in the modern wellness world. He lectures throughout US, UK, Europe, Asia, Australia and NZ, leading classes, talks and events across the world.

Prepare for the final descent into darkness. Sunday Times and New York Times bestselling author Peter V. Brett brings one of the most imaginative fantasy sagas of the twenty-first century to an epic close. The war has begun… For time out of mind, bloodthirsty demons have stalked the night, culling the human race to scattered remnants dependent on half-forgotten magics to protect them. Two heroes arose―men as close as brothers, yet divided by bitter betrayal. Arlen Bales became known as the Painted Man, tattooed head-to-toe with powerful magic symbols that enable him to fight demons in hand-to-hand combat―and emerge victorious. Ahmann Jardir, armed with magically warded weapons, called himself the Deliverer, a figure prophesied to unite humanity and lead them to triumph in Sharak Ka―the final war against demonkind. But in their efforts to bring the war to the demons, Arlen and Jardir have set something in motion that may prove the end of everything they hold dear―a Swarm. Now the war is at hand, and humanity cannot hope to win it unless Arlen and Jardir, with the help of Arlen’s wife, Renna, can bend a captured demon prince to their will and force the devious creature to lead them to the Core, where the Mother of Demons breeds an inexhaustible army. Trusting their closest confidantes, Leesha, Inevera, Ragen, and Elissa, to rally the fractious people of the Free Cities and lead them against the Swarm, Arlen, Renna, and Jardir set out on a desperate quest into the darkest depths of evil―from which none of them expects to return alive.

Kate West is the author of The Real Witches' Handbook and The Real Witches' Kitchen. She is Media Officer for The Children of Artemis and High Priestess of the Hearth of Hecate, which runs a popular email support and enquiry service for Witches around the world. A practising Wiccan for over 30 years, she has excellent international contacts.

The nostalgic memoir of a young man, eldest of fourteen, growing up in 40s Wednesbury. The heartbreaking true account of his son struggling to come to terms with his father’s dementia. A tribute to the unbreakable bond between father and son. When Simon McDermott first noticed his dad Ted’s sudden flares of temper and fits of forgetfulness, he couldn’t have guessed what lay ahead. Then came the devastating, inevitable diagnosis. As Ted retreated into his own world, Simon and his mum Linda desperately tried to reach him until at last: an idea. Turning the ignition in his mum’s little runaround, Simon hit play on Ted’s favourite song Quando Quando Quando. And like that, they were just two mates driving around Blackburn, singing at the top of their lungs. Simon filmed their adventure, uploaded the video to YouTube and woke up to messages, tweets and his phone ringing off the hook. Their carpool karaoke had gone viral all the way across the globe. But a record deal, Pride of Britain Awards, over ?130,000 raised for The Alzheimer’s Society and a Top 10 single later, Simon was still losing Ted. That’s when he made a decision. His Dad – the storyteller of his childhood and his best friend – couldn’t tell his own story, so Simon would tell it for him. This is that story. Set in the heart of the Black Country just before WWII, and written with the help of Ted’s friends and family, The Songaminute Man recalls a boy who became a gutsy and fiercely loyal man. It remembers a childhood of sleeping top-to-toe, rationing, adventure in the woods and making-do-and-mending, a close-knit community, and a life-long passion for music. Full of poignant moments, the ups and downs of family life and treasured memories, The Songaminute Man is a story of two halves: a celebration of the man Ted was, and a powerful and moving account of caring for a loved one.

Build scalable, reliable, and cost-effective applications with a serverless architecture About This Book ? Design a real-world serverless application from scratch ? Learn about AWS Lambda function and how to use Lambda functions to glue other AWS Services ? Use the Java programming language and well-known design patterns. Although Java is used for the examples in this book, the concept is applicable across all languages ? Learn to migrate your JAX-RS application to AWS Lambda and API Gateway Who This Book Is For This book is for developers and software architects who are interested in designing on the back end. Since the book uses Java to teach concepts, knowledge of Java is required. What You Will Learn ? Learn to form microservices from bigger Softwares ? Orchestrate and scale microservices ? Design and set up the data flow between cloud services and custom business logic ? Get to grips with cloud provider’s APIs, limitations, and known issues ? Migrate existing Java applications to a serverless architecture ? Acquire deployment strategies ? Build a highly available and scalable data persistence layer ? Unravel cost optimization techniques In Detail Over the past years, all kind of companies from start-ups to giant enterprises started their move to public cloud providers in order to save their costs and reduce the operation effort needed to keep their shops open. Now it is even possible to craft a complex software system consisting of many independent micro-functions that will run only when they are needed without needing to maintain individual servers. The focus of this book is to design serverless architectures, and weigh the advantages and disadvantages of this approach, along with decision factors to consider. You will learn how to design a serverless application, get to know that key points of services that serverless applications are based on, and known issues and solutions. The book addresses key challenges such as how to slice out the core functionality of the software to be distributed in different cloud services and cloud functions. It covers basic and advanced usage of these services, testing and securing the serverless software, automating deployment, and more. By the end of the book, you will be equipped with knowledge of new tools and techniques to keep up with this evolution in the IT industry. Style and approach The book takes a pragmatic approach, showing you all the examples you need to build efficient serverless applications.

A practical guide to help you undertand the ability of Apache jMeter to load and performance test various server types in a more efficient way. About This Book ? Use jMeter to create and run tests to improve the performance of your webpages and applications ? Learn to build a test plan for your websites and analyze the results ? Unleash the power of various features and changes introduced in Apache jMeter 3.0 Who This Book Is For This book is for software professionals who want to understand and improve the performance of their applications with Apache jMeter. What You Will Learn ? See why performance testing is necessary and learn how to set up JMeter ? Record and test with JMeter ? Handle various form inputs in JMeter and parse results during testing ? Manage user sessions in web applications in the context of a JMeter test ? Monitor JMeter results in real time ? Perform distributed testing with JMeter ? Get acquainted with helpful tips and best practices for working with JMeter In Detail JMeter is a Java application designed to load and test performance for web application. JMeter extends to improve the functioning of various other static and dynamic resources. This book is a great starting point to learn about JMeter. It covers the new features introduced with JMeter 3 and enables you to dive deep into the new techniques needed for measuring your website performance. The book starts with the basics of performance testing and guides you through recording your first test scenario, before diving deeper into JMeter. You will also learn how to configure JMeter and browsers to help record test plans. Moving on, you will learn how to capture form submission in JMeter, dive into managing sessions with JMeter and see how to leverage some of the components provided by JMeter to handle web application HTTP sessions. You will also learn how JMeter can help monitor tests in real-time. Further, you will go in depth into distributed testing and see how to leverage the capabilities of JMeter to accomplish this. You will get acquainted with some tips and best practices with regard to performance testing. By the end of the book, you will have learned how to take full advantage of the real power behind Apache JMeter. Style and approach The book is a practical guide starting with introducing the readers to the importance of automated testing. It will then be a beginner’s journey from getting introduced to Apache jMeter to an in-detail discussion of more advanced features and possibilities with it.

Build Machine Learning models with a sound statistical understanding. About This Book ? Learn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics. ? Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering. ? Master the statistical aspect of Machine Learning with the help of this example-rich guide to R and Python. Who This Book Is For This book is intended for developers with little to no background in statistics, who want to implement Machine Learning in their systems. Some programming knowledge in R or Python will be useful. What You Will Learn ? Understand the Statistical and Machine Learning fundamentals necessary to build models ? Understand the major differences and parallels between the statistical way and the Machine Learning way to solve problems ? Learn how to prepare data and feed models by using the appropriate Machine Learning algorithms from the more-than-adequate R and Python packages ? Analyze the results and tune the model appropriately to your own predictive goals ? Understand the concepts of required statistics for Machine Learning ? Introduce yourself to necessary fundamentals required for building supervised & unsupervised deep learning models ? Learn reinforcement learning and its application in the field of artificial intelligence domain In Detail Complex statistics in Machine Learning worry a lot of developers. Knowing statistics helps you build strong Machine Learning models that are optimized for a given problem statement. This book will teach you all it takes to perform complex statistical computations required for Machine Learning. You will gain information on statistics behind supervised learning, unsupervised learning, reinforcement learning, and more. Understand the real-world examples that discuss the statistical side of Machine Learning and familiarize yourself with it. You will also design programs for performing tasks such as model, parameter fitting, regression, classification, density collection, and more. By the end of the book, you will have mastered the required statistics for Machine Learning and will be able to apply your new skills to any sort of industry problem. Style and approach This practical, step-by-step guide will give you an understanding of the Statistical and Machine Learning fundamentals you'll need to build models.

Build, Manage and Improve your infrastructure effortlessly. About This Book ? An up-to-date and comprehensive resource on Terraform that lets you quickly and efficiently launch your infrastructure ? Learn how to implement your infrastructure as code and make secure, effective changes to your infrastructure ? Learn to build multi-cloud fault-tolerant systems and simplify the management and orchestration of even the largest scale and most complex cloud infrastructures Who This Book Is For This book is for developers and operators who already have some exposure to working with infrastructure but want to improve their workflow and introduce infrastructure as a code practice. Knowledge of essential Amazon Web Services components (EC2, VPC, IAM) would help contextualize the examples provided. Basic understanding of Jenkins and Shell *s will be helpful for the chapters on the production usage of Terraform. What You Will Learn ? Understand what Infrastructure as Code (IaC) means and why it matters ? Install, configure, and deploy Terraform ? Take full control of your infrastructure in the form of code ? Manage complete infrastructure, starting with a single server and scaling beyond any limits ? Discover a great set of production-ready practices to manage infrastructure ? Set up CI/CD pipelines to test and deliver Terraform stacks ? Construct templates to simplify more complex provisioning tasks In Detail Terraform is a tool used to efficiently build, configure, and improve the production infrastructure. It can manage the existing infrastructure as well as create custom in-house solutions. This book shows you when and how to implement infrastructure as a code practices with Terraform. It covers everything necessary to set up the complete management of infrastructure with Terraform, starting with the basics of using providers and resources. It is a comprehensive guide that begins with very small infrastructure templates and takes you all the way to managing complex systems, all using concrete examples that evolve over the course of the book. The book ends with the complete workflow of managing a production infrastructure as code—this is achieved with the help of version control and continuous integration. The readers will also learn how to combine multiple providers in a single template and manage different code bases with many complex modules. It focuses on how to set up continuous integration for the infrastructure code. The readers will be able to use Terraform to build, change, and combine infrastructure safely and efficiently. Style and approach This book will help and guide you to implement Terraform in your infrastructure. The readers will start by working on very small infrastructure templates and then slowly move on to manage complex systems, all by using concrete examples that will evolve during the course of the book.

This book covers the fundamentals of machine learning with Python in a concise and dynamic manner. It covers data mining and large-scale machine learning using Apache Spark. About This Book ? Take your first steps in the world of data science by understanding the tools and techniques of data analysis ? Train efficient Machine Learning models in Python using the supervised and unsupervised learning methods ? Learn how to use Apache Spark for processing Big Data efficiently Who This Book Is For If you are a budding data scientist or a data analyst who wants to analyze and gain actionable insights from data using Python, this book is for you. Programmers with some experience in Python who want to enter the lucrative world of Data Science will also find this book to be very useful, but you don't need to be an expert Python coder or mathematician to get the most from this book. What You Will Learn ? Learn how to clean your data and ready it for analysis ? Implement the popular clustering and regression methods in Python ? Train efficient machine learning models using decision trees and random forests ? Visualize the results of your analysis using Python’s Matplotlib library ? Use Apache Spark’s MLlib package to perform machine learning on large datasets In Detail Join Frank Kane, who worked on Amazon and IMDb’s machine learning algorithms, as he guides you on your first steps into the world of data science. Hands-On Data Science and Python Machine Learning gives you the tools that you need to understand and explore the core topics in the field, and the confidence and practice to build and analyze your own machine learning models. With the help of interesting and easy-to-follow practical examples, Frank Kane explains potentially complex topics such as Bayesian methods and K-means clustering in a way that anybody can understand them. Based on Frank’s successful data science course, Hands-On Data Science and Python Machine Learning empowers you to conduct data analysis and perform efficient machine learning using Python. Let Frank help you unearth the value in your data using the various data mining and data analysis techniques available in Python, and to develop efficient predictive models to predict future results. You will also learn how to perform large-scale machine learning on Big Data using Apache Spark. The book covers preparing your data for analysis, training machine learning models, and visualizing the final data analysis. Style and approach This comprehensive book is a perfect blend of theory and hands-on code examples in Python which can be used for your reference at any time.