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Hands-On Data Science for Marketing Improve your marketing strategies with machine learning using Python and R【電子書籍】[ Yoon Hyup Hwang ]

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<p><strong>Optimize your marketing strategies through analytics and machine learning</strong></p> <h4>Key Features</h4> <ul> <li>Understand how data science drives successful marketing campaigns</li> <li>Use machine learning for better customer engagement, retention, and product recommendations</li> <li>Extract insights from your data to optimize marketing strategies and increase profitability</li> </ul> <h4>Book Description</h4> <p>Regardless of company size, the adoption of data science and machine learning for marketing has been rising in the industry. With this book, you will learn to implement data science techniques to understand the drivers behind the successes and failures of marketing campaigns. This book is a comprehensive guide to help you understand and predict customer behaviors and create more effectively targeted and personalized marketing strategies.</p> <p>This is a practical guide to performing simple-to-advanced tasks, to extract hidden insights from the data and use them to make smart business decisions. You will understand what drives sales and increases customer engagements for your products. You will learn to implement machine learning to forecast which customers are more likely to engage with the products and have high lifetime value. This book will also show you how to use machine learning techniques to understand different customer segments and recommend the right products for each customer. Apart from learning to gain insights into consumer behavior using exploratory analysis, you will also learn the concept of A/B testing and implement it using Python and R.</p> <p>By the end of this book, you will be experienced enough with various data science and machine learning techniques to run and manage successful marketing campaigns for your business.</p> <h4>What you will learn</h4> <ul> <li>Learn how to compute and visualize marketing KPIs in Python and R</li> <li>Master what drives successful marketing campaigns with data science</li> <li>Use machine learning to predict customer engagement and lifetime value</li> <li>Make product recommendations that customers are most likely to buy</li> <li>Learn how to use A/B testing for better marketing decision making</li> <li>Implement machine learning to understand different customer segments</li> </ul> <h4>Who this book is for</h4> <p>If you are a marketing professional, data scientist, engineer, or a student keen to learn how to apply data science to marketing, this book is what you need! It will be beneficial to have some basic knowledge of either Python or R to work through the examples. This book will also be beneficial for beginners as it covers basic-to-advanced data science concepts and applications in marketing with real-life examples.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,858円

Hands-On Edge Analytics with Azure IoT Design and develop IoT applications with edge analytical solutions including Azure IoT Edge【電子書籍】[ Colin Dow ]

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<p><strong>Design, secure, and protect the privacy of edge analytics applications using platforms and tools such as Microsoft's Azure IoT Edge, MicroPython, and Open Source Computer Vision (OpenCV)</strong></p> <h4>Key Features</h4> <ul> <li>Become well-versed with best practices for implementing automated analytical computations</li> <li>Discover real-world examples to extend cloud intelligence</li> <li>Develop your skills by understanding edge analytics and applying it to research activities</li> </ul> <h4>Book Description</h4> <p>Edge analytics has gained attention as the IoT model for connected devices rises in popularity. This guide will give you insights into edge analytics as a data analysis model, and help you understand why it's gaining momentum.</p> <p>You'll begin with the key concepts and components used in an edge analytics app. Moving ahead, you'll delve into communication protocols to understand how sensors send their data to computers or microcontrollers. Next, the book will demonstrate how to design modern edge analytics apps that take advantage of the processing power of modern single-board computers and microcontrollers. Later, you'll explore Microsoft Azure IoT Edge, MicroPython, and the OpenCV visual recognition library. As you progress, you'll cover techniques for processing AI functionalities from the server side to the sensory side of IoT. You'll even get hands-on with designing a smart doorbell system using the technologies you've learned. To remove vulnerabilities in the overall edge analytics architecture, you'll discover ways to overcome security and privacy challenges. Finally, you'll use tools to audit and perform real-time monitoring of incoming data and generate alerts for the infrastructure.</p> <p>By the end of this book, you'll have learned how to use edge analytics programming techniques and be able to implement automated analytical computations.</p> <h4>What you will learn</h4> <ul> <li>Discover the key concepts and architectures used with edge analytics</li> <li>Understand how to use long-distance communication protocols for edge analytics</li> <li>Deploy Microsoft Azure IoT Edge to a Raspberry Pi</li> <li>Create Node-RED dashboards with MQTT and Text to Speech (TTS)</li> <li>Use MicroPython for developing edge analytics apps</li> <li>Explore various machine learning techniques and discover how machine learning is related to edge analytics</li> <li>Use camera and vision recognition algorithms on the sensory side to design an edge analytics app</li> <li>Monitor and audit edge analytics apps</li> </ul> <h4>Who this book is for</h4> <p>If you are a data analyst, data architect, or data scientist who is interested in learning and practicing advanced automated analytical computations, then this book is for you. You will also find this book useful if you're looking to learn edge analytics from scratch. Basic knowledge of data analytics concepts is assumed to get the most out of this book.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,290円

Death in Her Hands A Novel【電子書籍】[ Ottessa Moshfegh ]

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<p><strong>"[An] intricate and unsettling new novel . . . <em>Death in Her Hands</em> is not a murder mystery, nor is it really a story about self-deception or the perils of escapism. Rather, it's a haunting meditation on the nature and meaning of art."</strong><br /> <strong>-Kevin Power, <em>The New Yorker</em></strong></p> <p><strong>From one of our most ceaselessly provocative literary talents, a novel of haunting metaphysical suspense about an elderly widow whose life is upturned when she finds an ominous note on a walk in the woods.</strong></p> <p>While on her daily walk with her dog in a secluded woods, a woman comes across a note, handwritten and carefully pinned to the ground by stones. "<em>Her name was Magda. Nobody will ever know who killed her. It wasn't me. Here is her dead body.</em>" But there is no dead body. Our narrator is deeply shaken; she has no idea what to make of this. She is new to this area, alone after the death of her husband, and she knows no one.</p> <p>Becoming obsessed with solving this mystery, our narrator imagines who Magda was and how she met her fate. With very little to go on, she invents a list of murder suspects and possible motives for the crime. Oddly, her suppositions begin to find correspondences in the real world, and with mounting excitement and dread, the fog of mystery starts to fade into menacing certainty. As her investigation widens, strange dissonances accrue, perhaps associated with the darkness in her own past; we must face the prospect that there is either an innocent explanation for all this or a much more sinister one.</p> <p>A triumphant blend of horror, suspense, and pitch-black comedy, <em>Death in Her Hands</em> asks us to consider how the stories we tell ourselves both reflect the truth and keep us blind to it. Once again, we are in the hands of a narrator whose unreliability is well earned, and the stakes have never been higher.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 873円

The Doctor Who Held Hands. A Madame Storey Novel【電子書籍】[ Hulbert Footner ]

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<p>In Hulbert Footner's 'The Doctor Who Held Hands: A Madame Storey Novel', readers are transported into the captivating world of detective fiction where Madame Storey, a brilliant and resourceful detective, takes on a challenging new case involving a doctor accused of malpractice. Footner's writing style is characterized by its gripping storytelling, intricate plot twists, and well-developed characters, all of which make this novel a compelling and engaging read. Set in the early 20th century, the book provides a fascinating glimpse into the societal norms and attitudes of the time, adding a layer of depth to the story. As readers follow Madame Storey's investigation, they are sure to be kept on the edge of their seats until the very end. Hulbert Footner's background as a successful author of detective fiction shines through in this novel, showcasing his talent for crafting intricate mysteries and engaging narratives. Fans of classic detective fiction and thrilling mysteries will undoubtedly enjoy 'The Doctor Who Held Hands', as it offers a unique blend of suspense, intrigue, and captivating storytelling that is sure to leave a lasting impression.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 300円

Interpretable Machine Learning with Python Learn to build interpretable high-performance models with hands-on real-world examples【電子書籍】[ Serg Mas?s ]

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<p><b>A deep and detailed dive into the key aspects and challenges of machine learning interpretability, complete with the know-how on how to overcome and leverage them to build fairer, safer, and more reliable models</b></p><h2>Key Features</h2><ul><li>Learn how to extract easy-to-understand insights from any machine learning model</li><li>Become well-versed with interpretability techniques to build fairer, safer, and more reliable models</li><li>Mitigate risks in AI systems before they have broader implications by learning how to debug black-box models</li></ul><h2>Book Description</h2>Do you want to gain a deeper understanding of your models and better mitigate poor prediction risks associated with machine learning interpretation? If so, then Interpretable Machine Learning with Python deserves a place on your bookshelf. We’ll be starting off with the fundamentals of interpretability, its relevance in business, and exploring its key aspects and challenges. As you progress through the chapters, you'll then focus on how white-box models work, compare them to black-box and glass-box models, and examine their trade-off. You’ll also get you up to speed with a vast array of interpretation methods, also known as Explainable AI (XAI) methods, and how to apply them to different use cases, be it for classification or regression, for tabular, time-series, image or text. In addition to the step-by-step code, this book will also help you interpret model outcomes using examples. You’ll get hands-on with tuning models and training data for interpretability by reducing complexity, mitigating bias, placing guardrails, and enhancing reliability. The methods you’ll explore here range from state-of-the-art feature selection and dataset debiasing methods to monotonic constraints and adversarial retraining. By the end of this book, you'll be able to understand ML models better and enhance them through interpretability tuning. <h2>What you will learn</h2><ul><li>Recognize the importance of interpretability in business</li><li>Study models that are intrinsically interpretable such as linear models, decision trees, and Na?ve Bayes</li><li>Become well-versed in interpreting models with model-agnostic methods</li><li>Visualize how an image classifier works and what it learns</li><li>Understand how to mitigate the influence of bias in datasets</li><li>Discover how to make models more reliable with adversarial robustness</li><li>Use monotonic constraints to make fairer and safer models</li></ul><h2>Who this book is for</h2><p>This book is primarily written for data scientists, machine learning developers, and data stewards who find themselves under increasing pressures to explain the workings of AI systems, their impacts on decision making, and how they identify and manage bias. It’s also a useful resource for self-taught ML enthusiasts and beginners who want to go deeper into the subject matter, though a solid grasp on the Python programming language and ML fundamentals is needed to follow along.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 4,734円

Hands-On Unity 2020 Game Development Build, customize, and optimize professional games using Unity 2020 and C#【電子書籍】[ Nicolas Alejandro Borromeo ]

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<p><strong>Build immersive game experiences using the new Unity 2020 features with this practical guide</strong></p> <h4>Key Features</h4> <ul> <li>Unleash the capabilities of C# scripting for creating immersive UI, graphics, Game AI agents and much more</li> <li>Explore Unity's latest tools, including Universal Render Pipeline, Shader Graph, and VFX graph, to enhance graphics and animation</li> <li>Get started with building augmented reality experience using Unity's AR Foundation</li> </ul> <h4>Book Description</h4> <p>Over the years, the Unity game engine has extended its scope from just being about creating video games to building AR/VR experiences, complex simulations, real-time realistic rendering, films, and serious games for training and education. Its features for implementing gameplay, graphics, and customization using C# programming make Unity a comprehensive platform for developing professional-level, rich experiences.</p> <p>With this book, you'll be able to build impressive Unity projects in a step-by-step manner and apply your knowledge of Unity concepts to create a real-world game. Complete with hands-on tutorials and projects, this easy-to-follow guide will show you how to develop your first complete game using a variety of Unity tools. As you make progress, you'll learn how to make the most of the Unity Editor and create scripts using the C# programming language. This Unity game development book will then take you through integrating graphics, sound, and animations and manipulating physics to create impressive mechanics for your games. You'll also learn how to code a simple AI agent to challenge the user and use profiling tools to ensure that the code runs in a performant way. Finally, you'll get to grips with Unity's AR Foundation for creating AR experiences for 3D apps and games.</p> <p>By the end of this book, you'll have developed a complete game and will have built a solid foundation using Unity's tooling ecosystem to develop game projects of any scale.</p> <h4>What you will learn</h4> <ul> <li>Write scripts for customizing various aspects of a game, such as physics, gameplay, and UI</li> <li>Program rich shaders and effects using Unity's new Shader Graph and Universal Render Pipeline</li> <li>Implement postprocessing to increase graphics quality with full-screen effects</li> <li>Create rich particle systems for your Unity games from scratch using VFX Graph and Shuriken</li> <li>Add animations to your game using the Animator, Cinemachine, and Timeline</li> <li>Implement game artificial intelligence (AI) to control character behavior</li> <li>Detect and fix optimization issues using profilers and batching</li> </ul> <h4>Who this book is for</h4> <p>This book is for game developers looking to migrate to the Unity game engine. If you are a developer with some exposure to Unity, this book will help you explore its latest features. Prior experience with C# programming is required to get the most out of the book.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,290円

Bound Feet, Young Hands Tracking the Demise of Footbinding in Village China【電子書籍】[ Laurel Bossen ]

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<p>Footbinding was common in China until the early twentieth century, when most Chinese were family farmers. Why did these families bind young girls' feet? And why did footbinding stop? In this groundbreaking work, Laurel Bossen and Hill Gates upend the popular view of footbinding as a status, or even sexual, symbol by showing that it was an undeniably effective way to get even very young girls to sit still and work with their hands.</p> <p>Interviews with 1,800 elderly women, many with bound feet, reveal the reality of girls' hand labor across the North China Plain, Northwest China, and Southwest China. As binding reshaped their feet, mothers disciplined girls to spin, weave, and do other handwork because many village families depended on selling such goods. When factories eliminated the economic value of handwork, footbinding died out. As the last generation of footbound women passes away, <em>Bound Feet, Young Hands</em> presents a data-driven examination of the social and economic aspects of this misunderstood custom.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 6,243円

バラ色の聖戦 The Future is in our Hands!(3)【電子書籍】[ こやまゆかり ]

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<p>“美”降臨!!! 主婦・真琴(まこと)、プロモデルへ1stステップアップ! プロカメラマンの浅野(あさの)、先輩モデルの美鈴(みすず)、事務所社長のまどか……。ファッション業界で働く人達との新しい出会いによって、真琴は平凡な主婦から脱皮していく。だがそのことが、夫・敦司(あつし)との軋轢をさらに激しくする。主婦とモデルの両立は可能なのか……? 夢をあきらめ現実だけを見る。それが主婦の役割なのかーー?</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 550円

Hands-On Microsoft Lists Create custom data models and improve the way data is organized using Lists in Microsoft 365【電子書籍】[ Joao Ferreira ]

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<p>Prepare to be a Microsoft Lists advocate and transform the way data is harnessed in your organization Key Features ? Get to grips with Microsoft Lists and organize your data efficiently ? Discover best practices and real-world scenarios to track information, events, and issues in your organization ? Take control of your data by creating custom data models using Microsoft Lists Book Description Microsoft Lists is an extremely flexible and powerful platform for creating custom data models. Hands-On Microsoft Lists is an easy-to-read guide for those who want to get started with Lists, as well as those who are already familiar with the basic concepts and want to create custom and flexible Lists that are easily available through a web interface. This comprehensive introduction to Lists will show you how to get up to speed in no time with the help of practical guidance and examples. Complete with hands-on tutorials and projects, you'll understand how to use and implement Microsoft Lists effectively. You'll start by covering all the basic concepts that will help you to build your Microsoft Lists and get the most out of the platform. As you progress, you'll explore how to customize Microsoft Lists layouts and forms. Later chapters will guide you through integrating Microsoft Lists with the Power Platform. Throughout the book, you'll work with practical scenarios that you can use daily to improve the collaboration in your organization. By the end of this Microsoft book, you'll have learned how to create custom data models to improve the way your data is put together, managed, and consumed in your workplace. What you will learn ? Use the Lists platform effectively in the modern workplace ? Get to grips with data privacy ? Discover how to customize Microsoft Lists data and forms ? Automate processes using Microsoft Lists ? Extend the default features of Microsoft Lists using the SharePoint framework ? Create custom list templates using PnP PowerShell ? Extend Microsoft Lists using Power Platform Who this book is for This book is for business professionals and end users working with Microsoft 365 tools such as Microsoft SharePoint and Microsoft Teams who are looking to improve the way their data is structured, managed, and consumed inside an organization. Basic knowledge of SharePoint and Excel is assumed.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,064円

Hands-On High Performance Programming with Qt 5 Build cross-platform applications using concurrency, parallel programming, and memory management【電子書籍】[ Marek Krajewski ]

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<p><strong>Build efficient and fast Qt applications, target performance problems, and discover solutions to refine your code</strong></p> <h4>Key Features</h4> <ul> <li>Build efficient and concurrent applications in Qt to create cross-platform applications</li> <li>Identify performance bottlenecks and apply the correct algorithm to improve application performance</li> <li>Delve into parallel programming and memory management to optimize your code</li> </ul> <h4>Book Description</h4> <p>Achieving efficient code through performance tuning is one of the key challenges faced by many programmers. This book looks at Qt programming from a performance perspective. You'll explore the performance problems encountered when using the Qt framework and means and ways to resolve them and optimize performance.</p> <p>The book highlights performance improvements and new features released in Qt 5.9, Qt 5.11, and 5.12 (LTE). You'll master general computer performance best practices and tools, which can help you identify the reasons behind low performance, and the most common performance pitfalls experienced when using the Qt framework. In the following chapters, you'll explore multithreading and asynchronous programming with C++ and Qt and learn the importance and efficient use of data structures. You'll also get the opportunity to work through techniques such as memory management and design guidelines, which are essential to improve application performance. Comprehensive sections that cover all these concepts will prepare you for gaining hands-on experience of some of Qt's most exciting application fields - the mobile and embedded development domains.</p> <p>By the end of this book, you'll be ready to build Qt applications that are more efficient, concurrent, and performance-oriented in nature</p> <h4>What you will learn</h4> <ul> <li>Understand classic performance best practices</li> <li>Get to grips with modern hardware architecture and its performance impact</li> <li>Implement tools and procedures used in performance optimization</li> <li>Grasp Qt-specific work techniques for graphical user interface (GUI) and platform programming</li> <li>Make Transmission Control Protocol (TCP) and Hypertext Transfer Protocol (HTTP) performant and use the relevant Qt classes</li> <li>Discover the improvements Qt 5.9 (and the upcoming versions) holds in store</li> <li>Explore Qt's graphic engine architecture, strengths, and weaknesses</li> </ul> <h4>Who this book is for</h4> <p>This book is designed for Qt developers who wish to build highly performance applications for desktop and embedded devices. Programming Experience with C++ is required.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,858円

Hands-On Value-at-Risk and Expected Shortfall A Practical Primer【電子書籍】[ Martin Auer ]

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<p>This book describes a maximally simple market risk model that is still practical and main risk measures like the value-at-risk and the expected shortfall. It outlines the model's (i) underlying math, (ii) daily operation, and (iii) implementation, while stripping away statistical overhead to keep the concepts accessible. The author selects and weighs the various model features, motivating the choices under real-world constraints, and addresses the evermore important handling of regulatory requirements. The book targets not only practitioners new to the field but also experienced market risk operators by suggesting useful data analysis procedures and implementation details. It furthermore addresses market risk consumers such as managers, traders, and compliance officers by making the model behavior intuitively transparent.</p> <p><em>A very useful guide to the theoretical and practical aspects of implementing and operating a risk-monitoring system for a mid-size financial institution. It sets a common body of knowledge to facilitate communication between risk managers, computer and investment specialists by bridging their diverse backgrounds.</em></p> <p><strong>Giovanni Barone-Adesi</strong> ー Professor, Universit? della Svizzera italiana</p> <p><em>This unassuming and insightful book starts from the basics and plainly brings the reader up to speed on both theory and implementation.</em></p> <p><strong>Shane Hegarty</strong> ー Director Trade Floor Risk Management, Scotiabank</p> <p>Visit the book’s website at www.value-at-risk.com.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 6,928円

The Hands of Gravity and Chance【電子書籍】[ Thomas Ogden ]

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<p>The Hands of Gravity and Chance is a spell-binding story in which parents find themselves promising and then rescinding what they do not have to give. The story opens with the fall of a thirteen-year-old girl down the stairs of the family house, an event that generates fault lines that spread both forward and backward in time, releasing an explosive energy of love and fear, bitterness and remorse.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 1,815円

Hands-On Machine Learning with C++ Build, train, and deploy end-to-end machine learning and deep learning pipelines【電子書籍】[ Kirill Kolodiazhnyi ]

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<p><strong>Implement supervised and unsupervised machine learning algorithms using C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib with the help of real-world examples and datasets</strong></p> <h4>Key Features</h4> <ul> <li>Become familiar with data processing, performance measuring, and model selection using various C++ libraries</li> <li>Implement practical machine learning and deep learning techniques to build smart models</li> <li>Deploy machine learning models to work on mobile and embedded devices</li> </ul> <h4>Book Description</h4> <p>C++ can make your machine learning models run faster and more efficiently. This handy guide will help you learn the fundamentals of machine learning (ML), showing you how to use C++ libraries to get the most out of your data. This book makes machine learning with C++ for beginners easy with its example-based approach, demonstrating how to implement supervised and unsupervised ML algorithms through real-world examples.</p> <p>This book will get you hands-on with tuning and optimizing a model for different use cases, assisting you with model selection and the measurement of performance. You'll cover techniques such as product recommendations, ensemble learning, and anomaly detection using modern C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib. Next, you'll explore neural networks and deep learning using examples such as image classification and sentiment analysis, which will help you solve various problems. Later, you'll learn how to handle production and deployment challenges on mobile and cloud platforms, before discovering how to export and import models using the ONNX format.</p> <p>By the end of this C++ book, you will have real-world machine learning and C++ knowledge, as well as the skills to use C++ to build powerful ML systems.</p> <h4>What you will learn</h4> <ul> <li>Explore how to load and preprocess various data types to suitable C++ data structures</li> <li>Employ key machine learning algorithms with various C++ libraries</li> <li>Understand the grid-search approach to find the best parameters for a machine learning model</li> <li>Implement an algorithm for filtering anomalies in user data using Gaussian distribution</li> <li>Improve collaborative filtering to deal with dynamic user preferences</li> <li>Use C++ libraries and APIs to manage model structures and parameters</li> <li>Implement a C++ program to solve image classification tasks with LeNet architecture</li> </ul> <h4>Who this book is for</h4> <p>You will find this C++ machine learning book useful if you want to get started with machine learning algorithms and techniques using the popular C++ language. As well as being a useful first course in machine learning with C++, this book will also appeal to data analysts, data scientists, and machine learning developers who are looking to implement different machine learning models in production using varied datasets and examples. Working knowledge of the C++ programming language is mandatory to get started with this book.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 4,198円

バラ色の聖戦 The Future is in our Hands!(1)【電子書籍】[ こやまゆかり ]

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<p>主婦として全力で頑張ってきた毎日。でも私は女としての大切な何かを失ったのではないだろうかーー。夫・敦司(あつし)の浮気相手の仲人をすることになった真琴(まこと)は、式当日、最後の妻のプライドとして、背筋を伸ばして入場する。その姿は新婦すら圧倒するオーラを放っていた。式の後、カメラマンが声をかける「あなた変わりますよ」。真琴は美の再生を懸け新しい扉を開く! 失われたキレイを求めてーー。主婦・真琴(30歳)の美への挑戦が始まる!</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 550円

HANDS【電子書籍】[ 流田まさみ ]

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<p>学祭のフォークダンスで、志保(しほ)は不思議な手と出会った。2度と会えないとあきらめていたけれど、軽音部に入り、窓ぎわでギターを弾く柏原(かしわばら)先輩の運命の手に再会。これからは、ギターも教えてもらえるんだ! でも、先輩のまなざしの先にいる女性(ひと)は……!? 「先輩の手」「友だちの手」「恋人の手」ーー。“手”にまつわる3つの恋物語。読み切り『原色の彼』を同時収録。</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 550円

Hands-On Image Generation with TensorFlow A practical guide to generating images and videos using deep learning【電子書籍】[ Soon Yau Cheong ]

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<p><strong>Implement various state-of-the-art architectures, such as GANs and autoencoders, for image generation using TensorFlow 2.x from scratch</strong></p> <h4>Key Features</h4> <ul> <li>Understand the different architectures for image generation, including autoencoders and GANs</li> <li>Build models that can edit an image of your face, turn photos into paintings, and generate photorealistic images</li> <li>Discover how you can build deep neural networks with advanced TensorFlow 2.x features</li> </ul> <h4>Book Description</h4> <p>The emerging field of Generative Adversarial Networks (GANs) has made it possible to generate indistinguishable images from existing datasets. With this hands-on book, you'll not only develop image generation skills but also gain a solid understanding of the underlying principles.</p> <p>Starting with an introduction to the fundamentals of image generation using TensorFlow, this book covers Variational Autoencoders (VAEs) and GANs. You'll discover how to build models for different applications as you get to grips with performing face swaps using deepfakes, neural style transfer, image-to-image translation, turning simple images into photorealistic images, and much more. You'll also understand how and why to construct state-of-the-art deep neural networks using advanced techniques such as spectral normalization and self-attention layer before working with advanced models for face generation and editing. You'll also be introduced to photo restoration, text-to-image synthesis, video retargeting, and neural rendering. Throughout the book, you'll learn to implement models from scratch in TensorFlow 2.x, including PixelCNN, VAE, DCGAN, WGAN, pix2pix, CycleGAN, StyleGAN, GauGAN, and BigGAN.</p> <p>By the end of this book, you'll be well versed in TensorFlow and be able to implement image generative technologies confidently.</p> <h4>What you will learn</h4> <ul> <li>Train on face datasets and use them to explore latent spaces for editing new faces</li> <li>Get to grips with swapping faces with deepfakes</li> <li>Perform style transfer to convert a photo into a painting</li> <li>Build and train pix2pix, CycleGAN, and BicycleGAN for image-to-image translation</li> <li>Use iGAN to understand manifold interpolation and GauGAN to turn simple images into photorealistic images</li> <li>Become well versed in attention generative models such as SAGAN and BigGAN</li> <li>Generate high-resolution photos with Progressive GAN and StyleGAN</li> </ul> <h4>Who this book is for</h4> <p>The Hands-On Image Generation with TensorFlow book is for deep learning engineers, practitioners, and researchers who have basic knowledge of convolutional neural networks and want to learn various image generation techniques using TensorFlow 2.x. You'll also find this book useful if you are an image processing professional or computer vision engineer looking to explore state-of-the-art architectures to improve and enhance images and videos. Knowledge of Python and TensorFlow will help you to get the best out of this book.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 4,198円

Writing Picture Books Revised and Expanded Edition A Hands-On Guide From Story Creation to Publication【電子書籍】[ Ann Whitford Paul ]

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<p><strong>Master the Art of Writing Enthralling Tales for the Youngest pre-and emerging readers!</strong></p> <p>Fully updated and thoroughly revised, <em>Writing Picture Books Revised and Expanded Edition</em> is the go-to resource for writers crafting stories for children ages two to eight. You'll learn the unique set of skills it takes to bring your story to life by using tightly focused text and leaving room for the illustrator to be creative.</p> <p>Award-winning author Ann Whitford Paul helps you develop the skills you need by walking you through techniques and exercises specifically for picture book writers. You'll find:</p> <p>? Instruction on generating ideas, creating characters, point-of-view, beginnings and endings, plotting, word count, rhyme, and more<br /> ? Unique methods for using poetic techniques to enrich your writing<br /> ? Hands-on revision exercises (get out your scissors, tape, and highlighters) to help identify problems and improve your picture book manuscripts<br /> ? Updated tips for researching the changing picture book market, approaching publishers, working with an agent, and developing a platform<br /> ? All new quizzes and examples from picture books throughout<br /> ? New chapters cover issues such as page turns, agents, and self-publishing</p> <p>Whether you're just starting out as a picture book writer or have tried unsuccessfully to get your work published, <em>Writing Picture Books Revised and Expanded Edition</em> is just what you need to craft picture books that will appeal to young children and parents, and agents and editors.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 1,747円

Hands-On Smart Contract Development with Solidity and Ethereum From Fundamentals to Deployment【電子書籍】[ Kevin Solorio ]

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<p>Ready to dive into smart contract development for the blockchain? With this practical guide, experienced engineers and beginners alike will quickly learn the entire process for building smart contracts for Ethereum--the open source blockchain-based distributed computing platform. You'llget up to speed with the fundamentals and quickly move into builder mode.</p> <p>Kevin Solorio, Randall Kanna, and Dave Hoover show you how to create and test your own smart contract, create a frontend for users to interact with, and more. It's the perfect resource for people who want to break into the smart contract field but don't know where to start.</p> <p>In four parts, this book helps you:</p> <ul> <li>Explore smart contract fundamentals, including the Ethereum protocol, Solidity programming language, and the Ethereum Virtual Machine</li> <li>Dive into smart contract development using Solidity and gain experience with Truffle framework tools for deploying and testing your contracts</li> <li>Use Web3 to connect your smart contracts to an applicationso users can easily interact with the blockchain</li> <li>Examine smart contract security along with free online resources for smart contract security auditing</li> </ul>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 4,611円

The Scrapbooking Journey A Hands-On Guide to Spiritual Discovery【電子書籍】[ Cory Richardson-Lauve ]

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<p><strong>Take up your scrapbooking in a whole new state of mindーand spirit.</strong></p> <p>When I scrapbook, I feel empowered and connected and hopeful. I feel grateful and content and stimulated. In the process of scrapbooking, I feel the closest to my essential self, and to God.<br /> ーfrom the Introduction</p> <p>In this imaginative, creative resource, award-winning scrapbook designer Cory Richardson-Lauve leads you on a celebration of the divine connection you can experience through scrapbooking. Weaving her own insights, techniques and artwork with the reflections and layouts of other professional scrapbookers and the wisdom of spiritual thinkers, Richardson-Lauve reveals how this innovative and dynamic craft can become a practice used to deepen and shape your life.</p> <p>Each chapter includes an original scrapbooking project with dozens of variationsーfor both cut-and-paste and digital artists, beginning scrapbookers and published designers alikeーthat helps you explore a theme essential to both your designs and your spirituality.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 2,028円

Eichmann in My Hands A First-Person Account by the Israeli Agent Who Captured Hitler's Chief Executioner【電子書籍】[ Peter Z. Malkin ]

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<p><strong>The true story behind “one of history’s great manhunts” and the film <em>Operation Finale</em> by the Mossad legend who caught the most wanted Nazi in the world (<em>The New York Times</em>).</strong></p> <p>1n 1960 Argentina, a covert team of Israeli agents hunted down the most elusive war criminal alive: Adolf Eichmann, chief architect of the Holocaust. The young spy who tackled Eichmann on a Buenos Aires streetーand fought every compulsion to strangle the <em>Obersturmf?hrer</em> then and thereーwas Peter Z. Malkin. For decades Malkin’s identity as Eichmann’s captor was kept secret. Here he reveals the entire breathtaking storyーfrom the genesis of the top-secret surveillance operation to the dramatic public capture and smuggling of Eichmann to Israel to stand trial.</p> <p>The result is a portrait of two men. One, a freedom fighter, intellectually curious and driven to do right. The other, the dutiful Good German who, through his chillingly intimate conversations with Malkin, reveals himself as the embodiment of what Hannah Arendt called “the banality of evil.” Singular, riveting, troubling, and gratifying, <em>Eichmann in My Hands</em> “remind[s] of what is at stake: not only justice but our own humanity” (<em>New York Newsday</em>).</p> <p>Now Malkin’s story comes to life on the screen with Oscar Isaac playing the heroic Mossad agent and Academy Award winner Ben Kingsley playing Eichmann in <em>Operation Finale</em>.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 2,112円

Hands-On RESTful Web Services with Go Develop elegant RESTful APIs with Golang for microservices and the cloud, 2nd Edition【電子書籍】[ Naren Yellavula ]

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<p><strong>Design production-ready, testable, and maintainable RESTful web services for the modern web that scale easily</strong></p> <h4>Key Features</h4> <ul> <li>Employ a combination of custom and open source solutions for application program interface (API) development</li> <li>Discover asynchronous API and API security patterns and learn how to deploy your web services to the cloud</li> <li>Apply design patterns and techniques to build reactive and scalable web services</li> </ul> <h4>Book Description</h4> <p>Building RESTful web services can be tough as there are countless standards and ways to develop API. In modern architectures such as microservices, RESTful APIs are common in communication, making idiomatic and scalable API development crucial. This book covers basic through to advanced API development concepts and supporting tools.</p> <p>You'll start with an introduction to REST API development before moving on to building the essential blocks for working with Go. You'll explore routers, middleware, and available open source web development solutions in Go to create robust APIs, and understand the application and database layers to build RESTful web services. You'll learn various data formats like protocol buffers and JSON, and understand how to serve them over HTTP and gRPC. After covering advanced topics such as asynchronous API design and GraphQL for building scalable web services, you'll discover how microservices can benefit from REST. You'll also explore packaging artifacts in the form of containers and understand how to set up an ideal deployment ecosystem for web services. Finally, you'll cover the provisioning of infrastructure using infrastructure as code (IaC) and secure your REST API.</p> <p>By the end of the book, you'll have intermediate knowledge of web service development and be able to apply the skills you've learned in a practical way.</p> <h4>What you will learn</h4> <ul> <li>Explore the fundamentals of API development and web services</li> <li>Understand the various building blocks of API development in Go</li> <li>Use superior open source solutions for representational state transfer (REST) API development</li> <li>Scale a service using microservices and asynchronous design patterns</li> <li>Deliver containerized artifacts to the Amazon Web Services (AWS) Cloud</li> <li>Get to grips with API security and its implementation</li> </ul> <h4>Who this book is for</h4> <p>This book is for all the Go developers who are comfortable with the language and seeking to learn REST API development. Even senior engineers can enjoy this book, as it discusses many cutting-edge concepts, such as building microservices, developing API with GraphQL, using protocol buffers, asynchronous API design, and Infrastructure as a Code. Developers who are already familiar with REST concepts and stepping into the Go world from other platforms, such as Python and Ruby, can also benefit a lot.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,290円

Ethical Hacking A Hands-on Introduction to Breaking In【電子書籍】[ Daniel G. Graham ]

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<p><strong>A hands-on guide to hacking computer systems from the ground up, from capturing traffic to crafting sneaky, successful trojans.</strong></p> <p>A crash course in modern hacking techniques, <em>Ethical Hacking</em> is already being used to prepare the next generation of offensive security experts. In its many hands-on labs, you’ll explore crucial skills for any aspiring penetration tester, security researcher, or malware analyst.</p> <p>You’ll begin with the basics: capturing a victim’s network traffic with an ARP spoofing attack and then viewing it in Wireshark. From there, you’ll deploy reverse shells that let you remotely run commands on a victim’s computer, encrypt files by writing your own ransomware in Python, and fake emails like the ones used in phishing attacks. In advanced chapters, you’ll learn how to fuzz for new vulnerabilities, craft trojans and rootkits, exploit websites with SQL injection, and escalate your privileges to extract credentials, which you’ll use to traverse a private network.</p> <p>You’ll work with a wide range of professional penetration testing toolsーand learn to write your own tools in Pythonーas you practice tasks like:</p> <p><strong>?</strong> Deploying the Metasploit framework’s reverse shells and embedding them in innocent-seeming files<br /> <strong>?</strong> Capturing passwords in a corporate Windows network using Mimikatz<br /> <strong>?</strong> Scanning (almost) every device on the internet to find potential victims<br /> <strong>?</strong> Installing Linux rootkits that modify a victim’s operating system<br /> <strong>?</strong> Performing advanced Cross-Site Scripting (XSS) attacks that execute sophisticated JavaScript payloads</p> <p>Along the way, you’ll gain a foundation in the relevant computing technologies. Discover how advanced fuzzers work behind the scenes, learn how internet traffic gets encrypted, explore the inner mechanisms of nation-state malware like Drovorub, and much more.</p> <p>Developed with feedback from cybersecurity students, Ethical Hacking addresses contemporary issues in the field not often covered in other books and will prepare you for a career in penetration testing. Most importantly, you’ll be able to think like an ethical hacker?: someone who can carefully analyze systems and creatively gain access to them.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 4,272円

Hands-On Neural Networks with TensorFlow 2.0 Understand TensorFlow, from static graph to eager execution, and design neural networks【電子書籍】[ Paolo Galeone ]

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<p><strong>A comprehensive guide to developing neural network-based solutions using TensorFlow 2.0</strong></p> <h4>Key Features</h4> <ul> <li>Understand the basics of machine learning and discover the power of neural networks and deep learning</li> <li>Explore the structure of the TensorFlow framework and understand how to transition to TF 2.0</li> <li>Solve any deep learning problem by developing neural network-based solutions using TF 2.0</li> </ul> <h4>Book Description</h4> <p>TensorFlow, the most popular and widely used machine learning framework, has made it possible for almost anyone to develop machine learning solutions with ease. With TensorFlow (TF) 2.0, you'll explore a revamped framework structure, offering a wide variety of new features aimed at improving productivity and ease of use for developers.</p> <p>This book covers machine learning with a focus on developing neural network-based solutions. You'll start by getting familiar with the concepts and techniques required to build solutions to deep learning problems. As you advance, you'll learn how to create classifiers, build object detection and semantic segmentation networks, train generative models, and speed up the development process using TF 2.0 tools such as TensorFlow Datasets and TensorFlow Hub.</p> <p>By the end of this TensorFlow book, you'll be ready to solve any machine learning problem by developing solutions using TF 2.0 and putting them into production.</p> <h4>What you will learn</h4> <ul> <li>Grasp machine learning and neural network techniques to solve challenging tasks</li> <li>Apply the new features of TF 2.0 to speed up development</li> <li>Use TensorFlow Datasets (tfds) and the tf.data API to build high-efficiency data input pipelines</li> <li>Perform transfer learning and fine-tuning with TensorFlow Hub</li> <li>Define and train networks to solve object detection and semantic segmentation problems</li> <li>Train Generative Adversarial Networks (GANs) to generate images and data distributions</li> <li>Use the SavedModel file format to put a model, or a generic computational graph, into production</li> </ul> <h4>Who this book is for</h4> <p>If you're a developer who wants to get started with machine learning and TensorFlow, or a data scientist interested in developing neural network solutions in TF 2.0, this book is for you. Experienced machine learning engineers who want to master the new features of the TensorFlow framework will also find this book useful.</p> <p>Basic knowledge of calculus and a strong understanding of Python programming will help you grasp the topics covered in this book.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,290円

Software Engineering: A Hands-On Approach【電子書籍】[ Roger Y. Lee ]

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<p>This textbook provides a progressive approach to the teaching of software engineering. First, readers are introduced to the core concepts of the object-oriented methodology, which is used throughout the book to act as the foundation for software engineering and programming practices, and partly for the software engineering process itself. Then, the processes involved in software engineering are explained in more detail, especially methods and their applications in design, implementation, testing, and measurement, as they relate to software engineering projects. At last, readers are given the chance to practice these concepts by applying commonly used skills and tasks to a hands-on project. The impact of such a format is the potential for quicker and deeper understanding. Readers will master concepts and skills at the most basic levels before continuing to expand on and apply these lessons in later chapters.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 6,076円

Hands-On Data Structures and Algorithms with Rust Learn programming techniques to build effective, maintainable, and readable code in Rust 2018【電子書籍】[ Claus Matzinger ]

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<p><strong>Design and implement professional level programs by exploring modern data structures and algorithms in Rust.</strong></p> <h4>Key Features</h4> <ul> <li>Use data structures such as arrays, stacks, trees, lists and graphs with real-world examples</li> <li>Learn the functional and reactive implementations of the traditional data structures</li> <li>Explore illustrations to present data structures and algorithms, as well as their analysis, in a clear, visual manner.</li> </ul> <h4>Book Description</h4> <p>Rust has come a long way and is now utilized in several contexts. Its key strengths are its software infrastructure and resource-constrained applications, including desktop applications, servers, and performance-critical applications, not forgetting its importance in systems' programming. This book will be your guide as it takes you through implementing classic data structures and algorithms in Rust, helping you to get up and running as a confident Rust programmer.</p> <p>The book begins with an introduction to Rust data structures and algorithms, while also covering essential language constructs. You will learn how to store data using linked lists, arrays, stacks, and queues. You will also learn how to implement sorting and searching algorithms. You will learn how to attain high performance by implementing algorithms to string data types and implement hash structures in algorithm design. The book will examine algorithm analysis, including Brute Force algorithms, Greedy algorithms, Divide and Conquer algorithms, Dynamic Programming, and Backtracking.</p> <p>By the end of the book, you will have learned how to build components that are easy to understand, debug, and use in different applications.</p> <h4>What you will learn</h4> <ul> <li>Design and implement complex data structures in Rust</li> <li>Analyze, implement, and improve searching and sorting algorithms in Rust</li> <li>Create and use well-tested and reusable components with Rust</li> <li>Understand the basics of multithreaded programming and advanced algorithm design</li> <li>Become familiar with application profiling based on benchmarking and testing</li> <li>Explore the borrowing complexity of implementing algorithms</li> </ul> <h4>Who this book is for</h4> <p>This book is for developers seeking to use Rust solutions in a practical/professional setting; who wants to learn essential Data Structures and Algorithms in Rust. It is for developers with basic Rust language knowledge, some experience in other programming languages is required.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,290円

Hands-On Design Patterns with React Native Proven techniques and patterns for efficient native mobile development with JavaScript【電子書籍】[ Mateusz Grzesiukiewicz ]

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<p><strong>Learn how to write cross platform React Native code by using effective design patterns in the JavaScript world. Get to know industry standard patterns as well as situational patterns. Decouple your application with these set of “Idea patterns”.</strong></p> <h4>Key Features</h4> <ul> <li>Mobile development in React Native should be done in a reusable way.</li> <li>Learn how to build scalable applications using JavaScript patterns that are battle tested.</li> <li>Try effective techniques on your own using over 80 standalone examples.</li> </ul> <h4>Book Description</h4> <p>React Native helps developers reuse code across different mobile platforms like iOS and Android.</p> <p>This book will show you effective design patterns in the React Native world and will make you ready for professional development in big teams.</p> <p>The book will focus only on the patterns that are relevant to JavaScript, ECMAScript, React and React Native. However, you can successfully transfer a lot of the skills and techniques to other languages. I call them “Idea patterns”.</p> <p>This book will start with the most standard development patterns in React like component building patterns, styling patterns in React Native and then extend these patterns to your mobile application using real world practical examples. Each chapter comes with full, separate source code of applications that you can build and run on your phone.</p> <p>The book is also diving into architectural patterns. Especially how to adapt MVC to React environment. You will learn Flux architecture and how Redux is implementing it. Each approach will be presented with its pros and cons. You will learn how to work with external data sources using libraries like Redux thunk and Redux Saga.</p> <p>The end goal is the ability to recognize the best solution for a given problem for your next mobile application.</p> <h4>What you will learn</h4> <ul> <li>Explore the design Patterns in React Native</li> <li>Learn the best practices for React Native development</li> <li>Explore common React patterns that are highly used within React Native development</li> <li>Learn to decouple components and use dependency injection in your applications</li> <li>Explore the best ways of fetching data from the backend systems</li> <li>Learn the styling patterns and how to implement custom mobile designs</li> <li>Explore the best ways to organize your application code in big codebases</li> </ul> <h4>Who this book is for</h4> <p>The ideal target audience for this book are people eager to learn React Native design patterns who already know the basics of JavaScript. We can assume that the target audience already knows how to write Hello World in JavaScript and know what are the functions, recursive functions, JavaScript types and loops.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,631円

Pete the Kitty: Wash Your Hands【電子書籍】[ James Dean ]

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<p><strong>Join Pete the Kitty as he learns to wash his hands in this new I Can Read story from <em>New York Times</em> bestselling creators Kimberly and James Dean!</strong></p> <p>Splish, scrub, splash, rub! Keeping clean is groovy and fun!</p> <p>Pete must wash his hands many times a day. He must wash them after he sneezes, coughs, plays with his friends, eats his food, and throws away his trash.</p> <p>Beginning readers will love learning how to wash their hands with Pete!</p> <p>This My First I Can Read book is carefully crafted using basic language, word repetition, sight words, and sweet illustrationsーwhich means it's perfect for shared reading with emergent readers. The active, engaging My First I Can Read stories have appealing plots and lovable characters, encouraging children to continue their reading journey.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 510円

Hands-On Explainable AI (XAI) with Python Interpret, visualize, explain, and integrate reliable AI for fair, secure, and trustworthy AI apps【電子書籍】[ Denis Rothman ]

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<p><strong>Resolve the black box models in your AI applications to make them fair, trustworthy, and secure. Familiarize yourself with the basic principles and tools to deploy Explainable AI (XAI) into your apps and reporting interfaces.</strong></p> <h4>Key Features</h4> <ul> <li>Learn explainable AI tools and techniques to process trustworthy AI results</li> <li>Understand how to detect, handle, and avoid common issues with AI ethics and bias</li> <li>Integrate fair AI into popular apps and reporting tools to deliver business value using Python and associated tools</li> </ul> <h4>Book Description</h4> <p>Effectively translating AI insights to business stakeholders requires careful planning, design, and visualization choices. Describing the problem, the model, and the relationships among variables and their findings are often subtle, surprising, and technically complex.</p> <p>Hands-On Explainable AI (XAI) with Python will see you work with specific hands-on machine learning Python projects that are strategically arranged to enhance your grasp on AI results analysis. You will be building models, interpreting results with visualizations, and integrating XAI reporting tools and different applications.</p> <p>You will build XAI solutions in Python, TensorFlow 2, Google Cloud's XAI platform, Google Colaboratory, and other frameworks to open up the black box of machine learning models. The book will introduce you to several open-source XAI tools for Python that can be used throughout the machine learning project life cycle.</p> <p>You will learn how to explore machine learning model results, review key influencing variables and variable relationships, detect and handle bias and ethics issues, and integrate predictions using Python along with supporting the visualization of machine learning models into user explainable interfaces.</p> <p>By the end of this AI book, you will possess an in-depth understanding of the core concepts of XAI.</p> <h4>What you will learn</h4> <ul> <li>Plan for XAI through the different stages of the machine learning life cycle</li> <li>Estimate the strengths and weaknesses of popular open-source XAI applications</li> <li>Examine how to detect and handle bias issues in machine learning data</li> <li>Review ethics considerations and tools to address common problems in machine learning data</li> <li>Share XAI design and visualization best practices</li> <li>Integrate explainable AI results using Python models</li> <li>Use XAI toolkits for Python in machine learning life cycles to solve business problems</li> </ul> <h4>Who this book is for</h4> <p>This book is not an introduction to Python programming or machine learning concepts. You must have some foundational knowledge and/or experience with machine learning libraries such as scikit-learn to make the most out of this book.</p> <p>Some of the potential readers of this book include:</p> <ol> <li>Professionals who already use Python for as data science, machine learning, research, and analysis</li> <li>Data analysts and data scientists who want an introduction into explainable AI tools and techniques</li> <li>AI Project managers who must face the contractual and legal obligations of AI Explainability for the acceptance phase of their applications</li> </ol>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 4,198円

Hands-On Design Patterns and Best Practices with Julia Proven solutions to common problems in software design for Julia 1.x【電子書籍】[ Tom Kwong ]

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<p><strong>Design and develop high-performance, reusable, and maintainable applications using traditional and modern Julia patterns with this comprehensive guide</strong></p> <h4>Key Features</h4> <ul> <li>Explore useful design patterns along with object-oriented programming in Julia 1.0</li> <li>Implement macros and metaprogramming techniques to make your code faster, concise, and efficient</li> <li>Develop the skills necessary to implement design patterns for creating robust and maintainable applications</li> </ul> <h4>Book Description</h4> <p>Design patterns are fundamental techniques for developing reusable and maintainable code. They provide a set of proven solutions that allow developers to solve problems in software development quickly. This book will demonstrate how to leverage design patterns with real-world applications.</p> <p>Starting with an overview of design patterns and best practices in application design, you'll learn about some of the most fundamental Julia features such as modules, data types, functions/interfaces, and metaprogramming. You'll then get to grips with the modern Julia design patterns for building large-scale applications with a focus on performance, reusability, robustness, and maintainability. The book also covers anti-patterns and how to avoid common mistakes and pitfalls in development. You'll see how traditional object-oriented patterns can be implemented differently and more effectively in Julia. Finally, you'll explore various use cases and examples, such as how expert Julia developers use design patterns in their open source packages.</p> <p>By the end of this Julia programming book, you'll have learned methods to improve software design, extensibility, and reusability, and be able to use design patterns efficiently to overcome common challenges in software development.</p> <h4>What you will learn</h4> <ul> <li>Master the Julia language features that are key to developing large-scale software applications</li> <li>Discover design patterns to improve overall application architecture and design</li> <li>Develop reusable programs that are modular, extendable, performant, and easy to maintain</li> <li>Weigh up the pros and cons of using different design patterns for use cases</li> <li>Explore methods for transitioning from object-oriented programming to using equivalent or more advanced Julia techniques</li> </ul> <h4>Who this book is for</h4> <p>This book is for beginner to intermediate-level Julia programmers who want to enhance their skills in designing and developing large-scale applications.</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 3,290円

Discovering Great Artists Hands-On Art Experiences in the Styles of Great Masters【電子書籍】[ Kim Solga ]

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<p>Fun and easy art-appreciation activities abound in this resource that features over 60 great artists across the ages. A concise biography for each artist tells why his or her work is important, and a kid-tested art activity tries out the artist's approach. Young artists will sketch inventive designs in the style of da Vinci and draw in a nature notebook like Audubon. To understand Rodin, they will create a clay carving. Picasso will inspire a fractured friend, and Kahlo shows the magic in self-portraits. Projects stress the creative process and encourage kids to try unusual techniques such as block printing, pointillism, and mixed media artworks as they learn about architecture, drawing, painting, photography, and sculpture. <em>Discovering Great Artists</em> includes easy-to-follow icons to indicate the experience, preparation, and materials necessary for each project, as well as guides to the style, movement, or era of each artist. Introducing children to the greatest artists has never been more engaging!</p>画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちら をクリックして下さい。 ※このページからは注文できません。 1,474円