With this practical handbook you can start to see PCOS symptoms improve in as little as 2 weeks. Based on the latest scientific research and the authors' first-hand experience, it will empower you to take back control of your body- and your life. Packed with all the essential information to naturally beat the symptoms of polycystic ovary syndrome. PCOS authorities and fellow sufferers Colette Harris and Theresa Cheung will empower you to take back control of your body and beat naturally the often embarrassing symptoms of this syndrome, including weight gain, acne, excess body hair, mood swings, depression and exhaustion. Packed full of the latest science, up-to-date nutrition and the best in self-help and natural therapies, their comprehensive book shows you how to: ? Take control of your body with simple dietary changes ? Reduce spots and excess hair ? Boost body confidence and self-esteem ? Choose the right supplements and best natural self-help remedies ? Protect yourself from high blood pressure, heart disease and diabetes

Perfect for fans of Elizabeth Buchan and Katie Fforde, this is a warm novel about women, relationships and why it’s never too late to change. Lou is married to a man who no longer loves her. It’s time to move on, to begin a new business venture and to start her life over. To celebrate her new-found freedom, she travels to India, where, in front of the Taj Mahal, she befriends Ali after taking each other’s photographs on ‘that’ bench. Ali is a serial mistress. But when she returns home, she discovers her latest lover is not the man she took him for. She too needs a new beginning. As Lou and Ali put their pasts behind them, they start to discover new possibilities for life and for love, until the shocking realisation that they have far more in common than they thought.

Prepare to be SCANDALISED with international multi-million-copy selling Penny Jordan. For over five decades, Amber Fulshawe has been at the helm of Denham Silk, the Macclesfield mill that she inherited from her Grandmother. With many tumultuous years behind them, Amber and her beloved husband Jay, are looking to the legacy that their own grandchildren will inherit. But long-buried secrets and hidden desires have always lain at the heart of the family as this generation are finding out. Ambitious Robert is ready to assume his title and is about to marry his adoring cousin Olivia. But a dark passion threatens to destroy everything he holds dear. Naive beauty Kate is about to learn that love can be twisted and cruel. Damaged Nick blames his failing marriage on his domineering Father-in-law, but is something else at the heart of his woes? Domineering Cassandra's influence is waning, but she has one last nasty surprise… On the eve of her 80th birthday, will Amber be able to guide her family and Denham Silk towards a safe future?

One for all and all for one… As children, Sarah, Dorrie, Beth and Caz were inseparable and vowed to one day be each others bridesmaids. But life got complicated. Now they have one last chance to fulfil their promise. Dorrie is planning her ultimate Disney wedding to the delicious Darren and is determined to have her friends back together for the Big Day. But Dorrie's fairytale is not all that it seems… Beth is desperate for a baby and is starting to resent her more fertile friends. Is a mistake from her past about to destroy her future? Caz's wild streak has tested her friendships over the years. One by one she has let her friends down, not least when she commits the ultimate betrayal to Susan. Can she change her ways and more to the point, does she really want to? Married to Steve, Sarah is plagued by doubts that she went down the wrong path. Does Sarah have the strength to make a change and will she ever be able to forgive Caz? As Dorrie's big day dawns, all eyes are on whether the ultimate act of friendship will be honoured and obeyed…

When TV talkshow host Elias Claymore is accused of raping a 19-year-old girl he turns to his friend Alex Sadaka to defend him. But Alex has a fight on his hands, for Claymore – a former Black Power activist – is anything but squeaky clean and this time even the DNA evidence is stacked against him. Forced to share the defence with a lawyer from Claymore’s insurance firm, Alex must battle his way through jury tampering, conflicts of interest and vicious hate mail to uncover the truth. With Claymore a vulnerable target in prison and the prosecution scenting blood, Alex knows that time is running out. Could it be that this time there is No Way Out? Prepare to lose sleep with this breakneck thriller for fans of John Grisham and Jeff Abbott.

What if the only thing standing in the way of your future was a dreadful mistake from your past? Tash is back in Doncaster from the Big Smoke, leaving a broken marriage behind her. Her parents killed in a tragic accident, she’s left rudderless and alone. So when sexy features writer Tim arrives back on the scene, she’s sorely tempted. But what if journalist Ed, rootless and troubled, is The One? Ed’s been enjoying the expat high life, but now he’s back in Doncaster. Haunted by the past he’s never quite been able to leave behind ? his brother disappeared at the height of the miner’s strike never to reappear ? it’s even harder now that he’s surrounded by painful reminders. If the only way to lay his brother to rest is to find out what really happened all those years ago, who better to help than sexy librarian Tash? Don't miss the gripping new novel from Claire Moss Then You Were Gone

"A delightful trip on the tangled path of true love." –New York Times bestselling author Nora Roberts GREEN CARD WEDDING GREEN CARD WEDDING The only way nanny Maggie Weller could remain in the country was by marrying her hardheaded boss, who was exactly the kind of irresistible bachelor she needed to avoid. But she would do anything to ensure his little girl's happiness–even if it meant things would be a bit steamier around the Harrison household. Alex had never considered himself husband material, but he knew his daughter couldn't handle losing her cherished nanny right now. So he vowed to stick to their short-term marriage contract and ignore the longings his new bride stirred in him. Unfortunately, he was beginning to realize his daughter wasn't the only one who might be needing Maggie on a more permanent basis….

The marriage deadline Tessa is on a mission of mercy. She can barely afford the visit to England to check that her newly orphaned nephew will be all right with his grandmother. Then she plans to return to Australia and her fiancé. But it all goes awry as soon as she steps onto the plane and meets Charles Cameron. He's an Australian farmer who's just become the thirteenth Earl of Dalston, and he has an inheritance to protect, for others more than himself. He needs a bride by Friday–his thirtieth birthday–and Tessa fits the bill….

He had no memory of her It hurt that there was not the faintest recognition in Ben Congreve's eyes when Ellie Osborne met him again after seven long years. Had there been so many women in his life that he didn't remember their fleeting holiday romance? Ellie was tempted to exact retribution for the way Ben had sailed out of her life, leaving her totally alone–and pregnant. It had been a battle to overcome the odds, but she had ultimately made a success of her life. So perhaps she owed it to her precious young daughter to keep the past well hidden from Charlie's dad….

Double trouble! Jared Hunter came back from an overseas trip to discover that he had not one, but two adorable two-year-old daughters he'd known nothing about! Desperate, he begged help from the one employee in his office who knew how to look after children–Cassandra Bowles. It wasn't long before Cassie fell in love with the twins and Jared, but when he asked her to marry him she was furious! She couldn't deny the attraction between them, but how could she make him see that marriage had more to do with love than with baby-sitting skills? DADDY BOOM Who says bachelors and babies don't mix?

The communication secrets that experts and top professionals use. Get results fast with this quick, easy guide to the fundamentals of Communication. Includes how to: ? Use body language to build rapport with anyone ? Deal with clients and colleagues at all levels ? Get what you want in sales or negotiation ? Excel in meetings and presentations ? Master email and written communication

This book is your guide to exploring the possibilities in the field of deep learning, making use of Google's TensorFlow. You will learn about convolutional neural networks, and logistic regression while training models for deep learning to gain key insights into your data. About This Book ? Explore various possibilities with deep learning and gain amazing insights from data using Google’s brainchild-- TensorFlow ? Want to learn what more can be done with deep learning? Explore various neural networks with the help of this comprehensive guide ? Rich in concepts, advanced guide on deep learning that will give you background to innovate in your environment Who This Book Is For If you are a data scientist who performs machine learning on a regular basis, are familiar with deep neural networks, and now want to gain expertise in working with convoluted neural networks, then this book is for you. Some familiarity with C++ or Python is assumed. What You Will Learn ? Set up your computing environment and install TensorFlow ? Build simple TensorFlow graphs for everyday computations ? Apply logistic regression for classification with TensorFlow ? Design and train a multilayer neural network with TensorFlow ? Intuitively understand convolutional neural networks for image recognition ? Bootstrap a neural network from simple to more accurate models ? See how to use TensorFlow with other types of networks ? Program networks with SciKit-Flow, a high-level interface to TensorFlow In Detail Dan Van Boxel’s Deep Learning with TensorFlow is based on Dan’s best-selling TensorFlow video course. With deep learning going mainstream, making sense of data and getting accurate results using deep networks is possible. Dan Van Boxel will be your guide to exploring the possibilities with deep learning; he will enable you to understand data like never before. With the efficiency and simplicity of TensorFlow, you will be able to process your data and gain insights that will change how you look at data. With Dan’s guidance, you will dig deeper into the hidden layers of abstraction using raw data. Dan then shows you various complex algorithms for deep learning and various examples that use these deep neural networks. You will also learn how to train your machine to craft new features to make sense of deeper layers of data. In this book, Dan shares his knowledge across topics such as logistic regression, convolutional neural networks, recurrent neural networks, training deep networks, and high level interfaces. With the help of novel practical examples, you will become an ace at advanced multilayer networks, image recognition, and beyond. Style and Approach This book is your go-to guide to becoming a deep learning expert in your organization. Dan helps you evaluate common and not-so-common deep neural networks with the help of insightful examples that you can relate to, and show how they can be exploited in the real world with complex raw data.

Develop deep neural networks in Theano with practical code examples for image classification, machine translation, reinforcement agents, or generative models. About This Book ? Learn Theano basics and evaluate your mathematical expressions faster and in an efficient manner ? Learn the design patterns of deep neural architectures to build efficient and powerful networks on your datasets ? Apply your knowledge to concrete fields such as image classification, object detection, chatbots, machine translation, reinforcement agents, or generative models. Who This Book Is For This book is indented to provide a full overview of deep learning. From the beginner in deep learning and artificial intelligence, to the data scientist who wants to become familiar with Theano and its supporting libraries, or have an extended understanding of deep neural nets. Some basic skills in Python programming and computer science will help, as well as skills in elementary algebra and calculus. What You Will Learn ? Get familiar with Theano and deep learning ? Provide examples in supervised, unsupervised, generative, or reinforcement learning. ? Discover the main principles for designing efficient deep learning nets: convolutions, residual connections, and recurrent connections. ? Use Theano on real-world computer vision datasets, such as for digit classification and image classification. ? Extend the use of Theano to natural language processing tasks, for chatbots or machine translation ? Cover artificial intelligence-driven strategies to enable a robot to solve games or learn from an environment ? Generate synthetic data that looks real with generative modeling ? Become familiar with Lasagne and Keras, two frameworks built on top of Theano In Detail This book offers a complete overview of Deep Learning with Theano, a Python-based library that makes optimizing numerical expressions and deep learning models easy on CPU or GPU. The book provides some practical code examples that help the beginner understand how easy it is to build complex neural networks, while more experimented data scientists will appreciate the reach of the book, addressing supervised and unsupervised learning, generative models, reinforcement learning in the fields of image recognition, natural language processing, or game strategy. The book also discusses image recognition tasks that range from simple digit recognition, image classification, object localization, image segmentation, to image captioning. Natural language processing examples include text generation, chatbots, machine translation, and question answering. The last example deals with generating random data that looks real and solving games such as in the Open-AI gym. At the end, this book sums up the best -performing nets for each task. While early research results were based on deep stacks of neural layers, in particular, convolutional layers, the book presents the principles that improved the efficiency of these architectures, in order to help the reader build new custom nets. Style and approach It is an easy-to-follow example book that teaches you how to perform fast, efficient computations in Python. Starting with the very basics-NumPy, installing Theano, this book will take you to the smooth journey of implementing Theano for advanced computations for machine learning and deep learning.

Become an advanced practitioner with this progressive set of master classes on application-oriented machine learning About This Book ? Comprehensive coverage of key topics in machine learning with an emphasis on both the theoretical and practical aspects ? More than 15 open source Java tools in a wide range of techniques, with code and practical usage. ? More than 10 real-world case studies in machine learning highlighting techniques ranging from data ingestion up to analyzing the results of experiments, all preparing the user for the practical, real-world use of tools and data analysis. Who This Book Is For This book will appeal to anyone with a serious interest in topics in Data Science or those already working in related areas: ideally, intermediate-level data analysts and data scientists with experience in Java. Preferably, you will have experience with the fundamentals of machine learning and now have a desire to explore the area further, are up to grappling with the mathematical complexities of its algorithms, and you wish to learn the complete ins and outs of practical machine learning. What You Will Learn ? Master key Java machine learning libraries, and what kind of problem each can solve, with theory and practical guidance. ? Explore powerful techniques in each major category of machine learning such as classification, clustering, anomaly detection, graph modeling, and text mining. ? Apply machine learning to real-world data with methodologies, processes, applications, and analysis. ? Techniques and experiments developed around the latest specializations in machine learning, such as deep learning, stream data mining, and active and semi-supervised learning. ? Build high-performing, real-time, adaptive predictive models for batch- and stream-based big data learning using the latest tools and methodologies. ? Get a deeper understanding of technologies leading towards a more powerful AI applicable in various domains such as Security, Financial Crime, Internet of Things, social networking, and so on. In Detail Java is one of the main languages used by practicing data scientists; much of the Hadoop ecosystem is Java-based, and it is certainly the language that most production systems in Data Science are written in. If you know Java, Mastering Machine Learning with Java is your next step on the path to becoming an advanced practitioner in Data Science. This book aims to introduce you to an array of advanced techniques in machine learning, including classification, clustering, anomaly detection, stream learning, active learning, semi-supervised learning, probabilistic graph modeling, text mining, deep learning, and big data batch and stream machine learning. Accompanying each chapter are illustrative examples and real-world case studies that show how to apply the newly learned techniques using sound methodologies and the best Java-based tools available today. On completing this book, you will have an understanding of the tools and techniques for building powerful machine learning models to solve data science problems in just about any domain. Style and approach A practical guide to help you explore machine learning—and an array of Java-based tools and frameworks—with the help of practical examples and real-world use cases.

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.

Harness the power of Scala to program Spark and analyze tonnes of data in the blink of an eye! About This Book ? Learn Scala’s sophisticated type system that combines Functional Programming and object-oriented concepts ? Work on a wide array of applications, from simple batch jobs to stream processing and machine learning ? Explore the most common as well as some complex use-cases to perform large-scale data analysis with Spark Who This Book Is For Anyone who wishes to learn how to perform data analysis by harnessing the power of Spark will find this book extremely useful. No knowledge of Spark or Scala is assumed, although prior programming experience (especially with other JVM languages) will be useful to pick up concepts quicker. What You Will Learn ? Understand object-oriented & functional programming concepts of Scala ? In-depth understanding of Scala collection APIs ? Work with RDD and DataFrame to learn Spark’s core abstractions ? Analysing structured and unstructured data using SparkSQL and GraphX ? Scalable and fault-tolerant streaming application development using Spark structured streaming ? Learn machine-learning best practices for classification, regression, dimensionality reduction, and recommendation system to build predictive models with widely used algorithms in Spark MLlib & ML ? Build clustering models to cluster a vast amount of data ? Understand tuning, debugging, and monitoring Spark applications ? Deploy Spark applications on real clusters in Standalone, Mesos, and YARN In Detail Scala has been observing wide adoption over the past few years, especially in the field of data science and analytics. Spark, built on Scala, has gained a lot of recognition and is being used widely in productions. Thus, if you want to leverage the power of Scala and Spark to make sense of big data, this book is for you. The first part introduces you to Scala, helping you understand the object-oriented and functional programming concepts needed for Spark application development. It then moves on to Spark to cover the basic abstractions using RDD and DataFrame. This will help you develop scalable and fault-tolerant streaming applications by analyzing structured and unstructured data using SparkSQL, GraphX, and Spark structured streaming. Finally, the book moves on to some advanced topics, such as monitoring, configuration, debugging, testing, and deployment. You will also learn how to develop Spark applications using SparkR and PySpark APIs, interactive data analytics using Zeppelin, and in-memory data processing with Alluxio. By the end of this book, you will have a thorough understanding of Spark, and you will be able to perform full-stack data analytics with a feel that no amount of data is too big. Style and approach Filled with practical examples and use cases, this book will hot only help you get up and running with Spark, but will also take you farther down the road to becoming a data scientist.

THE AGENT: Jeff Kirby, M.D. in the making THE MISSION: Making sure his beautiful bride lives to see their wedding vows through! THE HEARTBREAKING TRUTH: Married in haste, Jeff and Tish were more strangers than man and wife… . They had married in secret, two undercover agents with nothing to lose– except maybe the love of a lifetime. For though Jeff Kirby tried to keep Tish Buckner by his side, tragedy tore the newlyweds apart. Now Tish' s life hung in the balance, and Jeff was hoping against hope that he and Tish would get a second chance at the life they once dreamed of. Because this time, the determined M.D. wouldn' t let his woman get away!

On an ordinary day, in an ordinary neighborhood, a knock on the door of an ordinary house leads to an extraordinary revelation. Detective Connor McLean is the man who came to call, carrying with him a child's accusation. Connor's visit ended Mariah Stavig's marriage and left her a struggling single mother. Three years later, the word of another child brings Connor back into Mariah's life. Connor knows his investigations can ruin as much as they fix, but he has no choice. He has sworn to speak for the innocent and seek justice for the victims. And now, to do his job, he has to have Mariah's help–no matter how much she hates him.

Dearest Godmother, I only have one more match to make to break this curse…if only I wasn't utterly distracted by my devastatingly handsome boss, resort owner Alexander Rochelle. I know I should stay away from him–I am betrothed to a prince in my country, after all–but Alexander's kindness, his humor and his sexy kisses are keeping me up at night, in spite of my better judgment. And now Fate has decreed Alexander as the next match to find true love, in spite of his apparent disbelief in tender emotions. If I can convince him forever is a promise worth making, is it too much to hope that the woman he vows to cherish will be me? Your lovelorn goddaughter, Princess Meredith

Lacy, Cassidy, Kira and Melinda are friends bound by a deadly secret. One of them is a killer. At least that's what each one suspects. Ten years ago, Melinda's abusive husband, Charles Ashland, was murdered. The gun was Lacy's. But it didn't matter. Together, the women disposed of the body, which has never been found… until now. The powerful Ashland family, whose patriarch is poised for the vice presidency, wants justice. Cassidy, an attorney, insists the women have nothing to fear. Then she is killed. A midnight caller is stalking the remaining friends, taunting them that he knows the truth. And the truth is something police chief Rick Summers is quite interested in learning from Lacy, despite the wild chemistry that's causing havoc with his judgment. Another death delivers a chilling new warning, for the price they've paid for their vow of silence has been murder.