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Interpretable Machine Learning with Python Build explainable, fair, and robust high-performance models with hands-on, real-world examples【電子書籍】[ Serg Mas?s ]

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<p><b>A deep dive into the key aspects and challenges of machine learning interpretability using a comprehensive toolkit, including SHAP, feature importance, and causal inference, to build fairer, safer, and more reliable models. Purchase of the print or Kindle book includes a free eBook in PDF format.</b></p><h2>Key Features</h2><ul><li>Interpret real-world data, including cardiovascular disease data and the COMPAS recidivism scores</li><li>Build your interpretability toolkit with global, local, model-agnostic, and model-specific methods</li><li>Analyze and extract insights from complex models from CNNs to BERT to time series models</li></ul><h2>Book Description</h2>Interpretable Machine Learning with Python, Second Edition, brings to light the key concepts of interpreting machine learning models by analyzing real-world data, providing you with a wide range of skills and tools to decipher the results of even the most complex models. Build your interpretability toolkit with several use cases, from flight delay prediction to waste classification to COMPAS risk assessment scores. This book is full of useful techniques, introducing them to the right use case. Learn traditional methods, such as feature importance and partial dependence plots to integrated gradients for NLP interpretations and gradient-based attribution methods, such as saliency maps. In addition to the step-by-step code, you’ll get hands-on with tuning models and training data for interpretability by reducing complexity, mitigating bias, placing guardrails, and enhancing reliability. By the end of the book, you’ll be confident in tackling interpretability challenges with black-box models using tabular, language, image, and time series data.<h2>What you will learn</h2><ul><li>Progress from basic to advanced techniques, such as causal inference and quantifying uncertainty</li><li>Build your skillset from analyzing linear and logistic models to complex ones, such as CatBoost, CNNs, and NLP transformers</li><li>Use monotonic and interaction constraints to make fairer and safer models</li><li>Understand how to mitigate the influence of bias in datasets</li><li>Leverage sensitivity analysis factor prioritization and factor fixing for any model</li><li>Discover how to make models more reliable with adversarial robustness</li></ul><h2>Who this book is for</h2><p>This book is for data scientists, machine learning developers, machine learning engineers, MLOps engineers, and data stewards who have an increasingly critical responsibility to explain how the artificial intelligence systems they develop work, their impact 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 good grasp of the Python programming language is needed to implement the 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。 4,304円

Hands-on Intermediate Econometrics Using R Templates for Learning Quantitative Methods and R Software【電子書籍】[ Hrishikesh D Vinod ]

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<p>How to learn both applied statistics (econometrics) and free, open-source software R? This book allows students to have a sense of accomplishment by copying and pasting many hands-on templates provided here.</p> <p>The textbook is essential for anyone wishing to have a practical understanding of an extensive range of topics in Econometrics. No other text provides software snippets to learn so many new statistical tools with hands-on examples. The explicit knowledge of inputs and outputs of each new method allows the student to know which algorithm is worth studying. The book offers sufficient theoretical and algorithmic details about a vast range of statistical techniques.</p> <p>The second edition's preface lists the following topics generally absent in other textbooks. (i) Iteratively reweighted least squares, (ii) Pillar charts to represent 3D data. (iii) Stochastic frontier analysis (SFA) (iv) model selection with Mallows' Cp criterion. (v) Hodrick-Prescott (HP) filter. (vi) Automatic ARIMA models. (vi) Nonlinear Granger-causality using kernel regressions and bootstrap confidence intervals. (vii) new Keynesian Phillips curve (NKPC). (viii) Market-neutral pairs trading using two cointegrated stocks. (ix) Artificial neural network (ANN) for product-specific forecasting. (x) Vector AR and VARMA models. (xi) New tools for diagnosing the endogeneity problem. (xii) The elegant set-up of k-class estimators and identification. (xiii) Probit-logit models and Heckman selection bias correction. (xiv) Receiver operating characteristic (ROC) curves and areas under them. (xv) Confusion matrix. (xvi) Quantile regression (xvii) Elastic net estimator. (xviii) generalized Correlations (xix) maximum entropy bootstrap for time series. (xx) Convergence concepts quantified. (xxi) Generalized partial correlation coefficients (xxii) Panel data and duration (survival) models.</p> <p><strong>Contents:</strong></p> <ul> <li>Production Function and Regression Methods Using R</li> <li>Univariate Time Series Analysis with R</li> <li>Bivariate Time Series Analysis Including Stochastic Diffusion and Cointegration</li> <li>Utility Theory and Empirical Implications</li> <li>Vector Models for Multivariate Problems</li> <li>Simultaneous Equation Models</li> <li>Limited Dependent Variable (GLM) Models</li> <li>Consumption and Demand: Kernel Regressions and Machine Learning</li> <li>Single, Double, and Maximum Entropy Bootstrap and Inference</li> <li>Generalized Least Squares, VARMA, and Estimating Functions</li> <li>Box?Cox, Loess, Projection Pursuit, Quantile and Threshold Regression</li> <li>Miscellany: Dependence, Correlations, Information Entropy, Causality, Panel Data, and Exact Stochastic Dominance</li> </ul> <p><strong>Readership:</strong> Undergraduate and graduate students of economics and econometrics, applied statisticians and finance professionals.<br /> <strong>Key Features:</strong></p> <ul> <li>Uniquely comprehensive coverage, including many very recently developed topics</li> <li>Includes software snippets (that help learn the R language) for readers who are not interested in economics examples</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。 7,037円

Hands-On Unity 2022 Game Development Learn to use the latest Unity 2022 features to create your first video game in the simplest way possible, 3rd Edition【電子書籍】[ Nicolas Alejandro Borromeo ]

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<p><strong>Create, customize, and optimize your own professional games from scratch with Unity 2022</strong></p> <p><strong>Includes invitation to join the online Unity Game Development community to read the book alongside Unity developers/C# programmers and Nicolas Borromeo.</strong></p> <p><strong>Purchase of the print or Kindle book includes a free eBook in PDF format.</strong></p> <h4>Key Features</h4> <ul> <li>Create the game prototype and learn the fundamentals of Unity editor to build scenes, objects and import objects</li> <li>Add interactivity, win/lose conditions, sound, graphics and artificial intelligence using C# and visual scripting</li> <li>Improve the game graphics, user interface, add visual effects and animations using Animator, Cinemachine, and Timeline</li> </ul> <h4>Book Description</h4> <p>Unity is a cross-platform game engine that provides you with powerful but simple-to-use features to solve the most common problems in Game Development, such as rendering, animation, physics, sound, and effects. You'll learn to use these features to create simple but complete games (and all the nuances needed to handle Unity).</p> <p>Complete with hands-on tutorials and projects, this book will teach you to use the Unity game engine, create C# and visual scripts, integrate graphics, sound, and animations, and manipulate physics to create interesting mechanics for your game. You'll then code a simple AI agent to challenge the user and work with profiling tools to ensure code efficiency.</p> <p>Finally, you'll work with Unity's AR tools to create AR experiences for 3D apps and games before publishing them to the world.</p> <p>If you are interested in creating impressive, commercial-quality games that are playable on a variety of platforms, then you've come to the right place.</p> <h4>What you will learn</h4> <ul> <li>Build a game prototype that includes gameplay, player and non-player characters, assets, animations, and more</li> <li>Set up and navigate the game engine to dive into the Unity Editor and discover unique and new features released in 2022</li> <li>Learn both C# and Visual Scripting to customize player movements, the user interface, and game physics</li> <li>Apply shaders to improve your game graphics using Shader Graph and Universal Render Pipeline (URP)</li> <li>Create win-lose conditions for the game by using design patterns such as Singleton and Event Listeners</li> <li>Implement Game AI to build a fully functional enemy capable of detecting and attacking the player</li> <li>Debug, test, optimize, and create an executable version of the game to share with your friends</li> </ul> <h4>Who this book is for</h4> <p>Both game and non-game developers who wish to migrate or start building 3D games in Unity will find this book useful. While you'll still able to follow along if you don't have any programming experience, knowing the fundamentals of C# programming will help you 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。 4,085円

Hands-On GPU Programming with Python and CUDA Explore high-performance parallel computing with CUDA【電子書籍】[ Dr. Brian Tuomanen ]

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<p><strong>Build real-world applications with Python 2.7, CUDA 9, and CUDA 10. We suggest the use of Python 2.7 over Python 3.x, since Python 2.7 has stable support across all the libraries we use in this book.</strong></p> <h4>Key Features</h4> <ul> <li>Expand your background in GPU programmingーPyCUDA, scikit-cuda, and Nsight</li> <li>Effectively use CUDA libraries such as cuBLAS, cuFFT, and cuSolver</li> <li>Apply GPU programming to modern data science applications</li> </ul> <h4>Book Description</h4> <p>Hands-On GPU Programming with Python and CUDA hits the ground running: you’ll start by learning how to apply Amdahl’s Law, use a code profiler to identify bottlenecks in your Python code, and set up an appropriate GPU programming environment. You’ll then see how to “query” the GPU’s features and copy arrays of data to and from the GPU’s own memory.</p> <p>As you make your way through the book, you’ll launch code directly onto the GPU and write full blown GPU kernels and device functions in CUDA C. You’ll get to grips with profiling GPU code effectively and fully test and debug your code using Nsight IDE. Next, you’ll explore some of the more well-known NVIDIA libraries, such as cuFFT and cuBLAS.</p> <p>With a solid background in place, you will now apply your new-found knowledge to develop your very own GPU-based deep neural network from scratch. You’ll then explore advanced topics, such as warp shuffling, dynamic parallelism, and PTX assembly. In the final chapter, you’ll see some topics and applications related to GPU programming that you may wish to pursue, including AI, graphics, and blockchain.</p> <p>By the end of this book, you will be able to apply GPU programming to problems related to data science and high-performance computing.</p> <h4>What you will learn</h4> <ul> <li>Launch GPU code directly from Python</li> <li>Write effective and efficient GPU kernels and device functions</li> <li>Use libraries such as cuFFT, cuBLAS, and cuSolver</li> <li>Debug and profile your code with Nsight and Visual Profiler</li> <li>Apply GPU programming to datascience problems</li> <li>Build a GPU-based deep neuralnetwork from scratch</li> <li>Explore advanced GPU hardware features, such as warp shuffling</li> </ul> <h4>Who this book is for</h4> <p>Hands-On GPU Programming with Python and CUDA is for developers and data scientists who want to learn the basics of effective GPU programming to improve performance using Python code. You should have an understanding of first-year college or university-level engineering mathematics and physics, and have some experience with Python as well as in any C-based programming language such as C, C++, Go, or Java.</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。 4,085円

Arduino Nano A Hands-On Guide for Beginner【電子書籍】[ Agus Kurniawan ]

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<p>This book is designed for anyone who wants to learn Arduino Nano development based on ATmega328 microcontroller. The following is a list of highlight topics in this book.</p> <ul> <li>Preparing Development Environment</li> <li>Setting Up Arduino Nano</li> <li>Writing and Reading Digital Data</li> <li>Serial Communication (UART)</li> <li>PWM and Analog Input</li> <li>Working with I2C</li> <li>Working with SPI</li> <li>Accessing EEPROM</li> <li>Working with DHT Module</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。 251円

Hands-On Agile Software Development with JIRA Design and manage software projects using the Agile methodology【電子書籍】[ David Harned ]

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<p><strong>Plan, track, and release great software</strong></p> <h4>Key Features</h4> <ul> <li>Learn to create reports and dashboard for effective project management</li> <li>Implement your development strategy in JIRA.</li> <li>Practices to help you manage the issues in the development team</li> </ul> <h4>Book Description</h4> <p>As teams scale in size, project management can get very complicated. One of the best tools to deal with this kind of problem is JIRA.</p> <p>This book will start by organizing your project requirements and the principles of Agile development to get you started. You will then be introduced to set up a JIRA account and the JIRA ecosystem to help you implement a dashboard for your team's work and issues. You will learn how to manage any issues and bugs that might emerge in the development stage. Going ahead, the book will help you build reports and use them to plan the releases based on the study of the reports. Towards the end, you will come across working with the gathered data and create a dashboard that helps you track the project's development.</p> <h4>What you will learn</h4> <ul> <li>Create your first project (and manage existing projects) in JIRA</li> <li>Manage your board view and backlogs in JIRA</li> <li>Run a Scrum Sprint project in JIRA</li> <li>Create reports (including topic-based reports)</li> <li>Forecast using versions</li> <li>Search for issues with JIRA Query Language (JQL)</li> <li>Execute bulk changes to issues</li> <li>Create custom filters, dashboards, and widgets</li> <li>Create epics, stories, bugs, and tasks</li> </ul> <h4>Who this book is for</h4> <p>This book is for administrators who wants to apply the Agile approach to managing the issues, bugs, and releases in their software development projects using JIRA.</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。 2,723円

Buy Data Structures and Algorithms in Python (2024) Learn Data Structures & Algorithms (Python) in One Day and Learn It Well. Data Structures & Algorithms for Beginners with Hands-on Project【電子書籍】[ DS Publishing ]

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<p><strong>Unveiling the Essence of Data Structures and Algorithms: Your Path to Software Excellence!</strong></p> <p>Are you ready to unravel the complexity of algorithms with ease? Look no further ? we've crafted the ultimate guide to demystify this intricate topic. Algorithms are the backbone of software programs, orchestrating data structure manipulations. Prepare for an enlightening journey filled with clear examples and hands-on workshops, all within an integrated development environment.</p> <p><strong>〓 **Mastering Data Structures & Algorithms: The Python Way** 〓</strong></p> <p><strong>〓 **Bridging the Gap Between Complexity and Comprehension** 〓</strong></p> <p>Embark on your software development odyssey with an Introduction to Data Structures and Algorithms Made Easy in Python ? one of the most sought-after programming languages. Harness the extraordinary speed and precision of computers for data storage and processing. Efficient data organization and retrieval, coupled with swift and accurate data processing, form the bedrock of success.</p> <p><strong>〓 **Highlighting Our Approach** 〓</strong></p> <p><strong>〓 **Crystal-Clear Data Structures & Algorithms Illustrations** 〓</strong></p> <p>Navigate the realm of data structures that dictate data organization and memory storage during program execution. It's important to distinguish persistent storage (like relational tables on disk) from these in-memory structures.</p> <p><strong>〓 **Advancing with Python and Algorithms** 〓</strong></p> <p>Algorithms, those step-by-step guides to data processing, depend on cleverly woven data structures. In this book, we dive deep into these computer science pillars using the power of Python programming.</p> <p><strong>〓 **Unveiling What Lies Ahead** 〓</strong></p> <p>Inside, you'll discover:</p> <p>- A comprehensive introduction to the realm of data structures and algorithms.<br /> - Seamless environment setup to ensure a smooth journey.<br /> - Mastery over arrays, lists, and maps.<br /> - Navigating the terrain of dictionaries and hashes.<br /> - Commanding sorting techniques for optimal data arrangement.<br /> - Strategic searching methods to swiftly retrieve information.<br /> - Unleashing the potential of the binary tree structure.<br /> - Designs of algorithms that underpin problem-solving.<br /> - And much, much more, waiting for you to explore!</p> <p><strong>〓 **Embark on Your Software Mastery Odyssey Today!** 〓</strong></p> <p>Are you ready to delve into the intricate world of data structures and algorithms? Your gateway to software excellence awaits ? seize the opportunity now.</p> <p><strong>〓 **Secure Your Data Structures & Algorithms Copy Today!** 〓</strong></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。 4,006円

Practical Malware Analysis The Hands-On Guide to Dissecting Malicious Software【電子書籍】[ Michael Sikorski ]

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<p>Malware analysis is big business, and attacks can cost a company dearly. When malware breaches your defenses, you need to act quickly to cure current infections and prevent future ones from occurring.</p> <p>For those who want to stay ahead of the latest malware, <em>Practical Malware Analysis</em> will teach you the tools and techniques used by professional analysts. With this book as your guide, you'll be able to safely analyze, debug, and disassemble any malicious software that comes your way.</p> <p>You'll learn how to:<br /> ?Set up a safe virtual environment to analyze malware<br /> ?Quickly extract network signatures and host-based indicators<br /> ?Use key analysis tools like IDA Pro, OllyDbg, and WinDbg<br /> ?Overcome malware tricks like obfuscation, anti-disassembly, anti-debugging, and anti-virtual machine techniques<br /> ?Use your newfound knowledge of Windows internals for malware analysis<br /> ?Develop a methodology for unpacking malware and get practical experience with five of the most popular packers<br /> ?Analyze special cases of malware with shellcode, C++, and 64-bit code</p> <p>Hands-on labs throughout the book challenge you to practice and synthesize your skills as you dissect real malware samples, and pages of detailed dissections offer an over-the-shoulder look at how the pros do it. You'll learn how to crack open malware to see how it really works, determine what damage it has done, thoroughly clean your network, and ensure that the malware never comes back.</p> <p>Malware analysis is a cat-and-mouse game with rules that are constantly changing, so make sure you have the fundamentals. Whether you're tasked with securing one network or a thousand networks, or you're making a living as a malware analyst, you'll find what you need to succeed in <em>Practical Malware Analysis</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。 5,127円

Arduino Mega 2560 A Hands-On Guide for Beginner【電子書籍】[ Agus Kurniawan ]

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<p>This book helps you to get started with Arduino Mega 2560 development using Sketch program. The following is a list of highlight topics in this book:</p> <ul> <li>Preparing Development Environment</li> <li>Setting Up Arduino Mega 2560</li> <li>Writing and Reading Digital Data</li> <li>Serial Communication (UART)</li> <li>PWM and Analog Input</li> <li>Working with I2C</li> <li>Working with SPI</li> <li>Accessing EEPROM</li> <li>Sensing Temperature and Humidity with DHT Module</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。 251円

Hands-On Microsoft Teams A practical guide to enhancing enterprise collaboration with Microsoft Teams and Office 365【電子書籍】[ Jo?o Ferreira ]

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<p><b>(A new edition with enhanced coverage is now available) A complete guide on Teams filled with real-world scenarios and best practices to increase productivity and engagement</b></p><h2>Key Features</h2><ul><li>Interactive approach to learn the key concepts of Teams and its implementation in modern workplace</li><li>Discover tips and techniques for extending Teams to meet your business requirements</li><li>Integrate Teams with various Microsoft services such as PowerShell, SharePoint, PowerApps, and Power Automate</li></ul><h2>Book Description</h2>Microsoft Teams is a platform for unified communication in modern workplaces. It not only enables effective communication, but also helps you manage your resources through its integration with various Microsoft Office 365 services. This book offers a comprehensive introduction to the platform, getting you up to speed in no time. Complete with hands-on tutorials, and projects, this easy-to-follow guide will teach you how to use Teams in the best possible way. Starting with the basic concepts that will help you collaborate on Teams, this book takes you through expert techniques for creating and managing teams. A dedicated section also features industry practices to help enhance collaboration in modern workplaces. In later chapters, you’ll explore Microsoft services such as SharePoint, PowerApps, Power Automate, and learn how they interact with Microsoft Teams. You’ll also get to grips with dealing with permissions and security issues in managing private and public teams and channels. Along the way, you’ll discover practical scenarios that will help you improve the collaboration in your organization and increase productivity by using Teams features. By the end of this book, you’ll have hands-on experience of using Microsoft Teams, along with the skills you need to improve the way people collaborate in your organization.<h2>What you will learn</h2><ul><li>Create teams, channels, and tabs in Microsoft Teams</li><li>Explore the Teams architecture and various Office 365 components included in Teams</li><li>Perform scheduling, and managing meetings and live events in Teams</li><li>Configure and manage apps in Teams</li><li>Design automated scripts for managing a Teams environment using PowerShell</li><li>Build your own Microsoft Teams app without writing code</li></ul><h2>Who this book is for</h2><p>This Microsoft Teams book is for power users and business professionals looking to use Teams for improving collaboration in an enterprise environment. The book will also be useful for Office 365 administrators interested in implementing Microsoft Teams effectively by learning about and exploring expert tips and best practices to ensure good governance.</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 Data Analysis with Pandas Efficiently perform data collection, wrangling, analysis, and visualization using Python【電子書籍】[ Stefanie Molin ]

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<p><strong>Get to grips with pandasーa versatile and high-performance Python library for data manipulation, analysis, and discovery</strong></p> <h4>Key Features</h4> <ul> <li>Perform efficient data analysis and manipulation tasks using pandas</li> <li>Apply pandas to different real-world domains using step-by-step demonstrations</li> <li>Get accustomed to using pandas as an effective data exploration tool</li> </ul> <h4>Book Description</h4> <p>Data analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value.</p> <p>Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification, using scikit-learn, to make predictions based on past data.</p> <p>By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets.</p> <h4>What you will learn</h4> <ul> <li>Understand how data analysts and scientists gather and analyze data</li> <li>Perform data analysis and data wrangling in Python</li> <li>Combine, group, and aggregate data from multiple sources</li> <li>Create data visualizations with pandas, matplotlib, and seaborn</li> <li>Apply machine learning (ML) algorithms to identify patterns and make predictions</li> <li>Use Python data science libraries to analyze real-world datasets</li> <li>Use pandas to solve common data representation and analysis problems</li> <li>Build Python scripts, modules, and packages for reusable analysis code</li> </ul> <h4>Who this book is for</h4> <p>This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist who is looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.</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 Unity 2021 Game Development Create, customize, and optimize your own professional games from scratch with Unity 2021, 2nd Edition【電子書籍】[ Nicolas Alejandro Borromeo ]

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<p><strong>Achieve mesmerizing game experiences using the latest Unity 2021 features by following a practical approach to building professional games</strong></p> <h4>Key Features</h4> <ul> <li>Unleash the capabilities of C# scripting to create UIs, graphics, game AI agents and more</li> <li>Explore Unity's latest tools, including Universal Render Pipeline, Shader Graph, UI Toolkit, Visual Scripting, and VFX graph, to enhance graphics and animation</li> <li>Build an AR experience using Unity's AR Foundation</li> </ul> <h4>Book Description</h4> <p>Learning how to use Unity is the quickest way to creating a full game, but that's not all you can do with this simple, yet comprehensive suite of video game development tools ? Unity is just as useful for creating AR/VR experiences, complex simulations, real-time realistic rendering, films, and practical games for training and education.</p> <p>Hands-On Unity 2021 Game Development outlines a practical journey to creating your first full game from the ground up, building it step-by-step and applying your knowledge as you progress.</p> <p>Complete with hands-on tutorials and projects, this easy-to-follow guide will teach you how to develop the game using several Unity tools. As you advance, you will learn how to use the Unity engine, create simple scripts using C#, integrate graphics, sound, and animations, and manipulate physics to create interesting mechanics for your game. You'll be able to apply all the knowledge that you gain to a real-world game.</p> <p>Later chapters will show you how to code a simple AI agent to challenge the user and use profiling tools to ensure that the code runs efficiently. Finally, you'll work with Unity's AR tools to create AR experiences for 3D apps and games.</p> <p>By the end of this Unity book, you will have created a complete game and built a solid foundation in using a wide variety of Unity tools.</p> <h4>What you will learn</h4> <ul> <li>Explore both C# and Visual Scripting tools to customize various aspects of a game, such as physics, gameplay, and the UI</li> <li>Program rich shaders and effects using Unity's new Shader Graph and Universal Render Pipeline</li> <li>Implement postprocessing to improve 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>Use the brand new UI Toolkit package to create user interfaces</li> <li>Implement game AI to control character behavior</li> </ul> <h4>Who this book is for</h4> <p>This book is best suited for game developers looking to upgrade their knowledge and those who want to migrate their existing skills to the Unity game engine. Those with prior Unity knowledge will also benefit from the chapters exploring the latest features. While you'll still able to follow along if you don't have any programming experience, knowing the fundamentals of C# programming will help you 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。 3,858円

Hands-On Agronomy【電子書籍】[ Neal Kinsey ]

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<p>The soil is more than just a substrate that anchors crops in place. An ecologically balanced soil system is essential for maintaining healthy crops. Hands-On Agronomy is a comprehensive manual on effective soil fertility management providing many on-farm examples to illustrate the various principles and how to use them. The function of micronutrients, earthworms, soil drainage, tilth, soil structure, and organic matter is explained in thorough detail. Kinsey demonstrates that working with the soil produces healthier crops with a higher yield. To that end, he provides an understanding of eco-agriculture as a viable enterprise that is both naturally and commercially sustainable. This work offers advice that is both highly valuable and applicable to the farmer of any level and promotes an ecological understanding of the farm from the ground up.</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。 1,334円

Good Hands【電子書籍】[ Kelly Jamieson ]

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<p><em>A hookup doesn’t have to mean just once. Right?</em></p> <p>Brandon Smith</p> <p>Keep it easy. Keep it fun. Never hold on. That sums up my relationship goals, with hockey teams and with women. I learned early on that love and family equals fights and heartache. So I’m always moving on to the next team, the next hookup, before things turn sour.</p> <p>When I meet Lola at a tropical beachside bar, it’s the perfect set up for a little hot vacation sex. She’s gorgeous, funny, and most importantly, leaving for home tomorrow. But this time, I have a sinking feeling I’ll be sorry to see her go.</p> <p>Lola McGrath</p> <p>I knew after that night in Aruba I’d never see Brandon again. That’s fine; I’m too busy vying for the corner office to make time for relationships. But when our paths cross again in New York, our sizzling attraction leads to “just one more night”. Then another. And another.</p> <p>We never meant to become friends with this many benefits. Especially the one neither of us ever expectedーor thought we wanted.</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。 855円

Practical Threat Intelligence and Data-Driven Threat Hunting A hands-on guide to threat hunting with the ATT&CK? Framework and open source tools【電子書籍】[ Valentina Costa-Gazcon ]

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<p><strong>Get to grips with cyber threat intelligence and data-driven threat hunting while exploring expert tips and techniques</strong></p> <h4>Key Features</h4> <ul> <li>Set up an environment to centralize all data in an Elasticsearch, Logstash, and Kibana (ELK) server that enables threat hunting</li> <li>Carry out atomic hunts to start the threat hunting process and understand the environment</li> <li>Perform advanced hunting using MITRE ATT&CK Evals emulations and Mordor datasets</li> </ul> <h4>Book Description</h4> <p>Threat hunting (TH) provides cybersecurity analysts and enterprises with the opportunity to proactively defend themselves by getting ahead of threats before they can cause major damage to their business.</p> <p>This book is not only an introduction for those who don't know much about the cyber threat intelligence (CTI) and TH world, but also a guide for those with more advanced knowledge of other cybersecurity fields who are looking to implement a TH program from scratch.</p> <p>You will start by exploring what threat intelligence is and how it can be used to detect and prevent cyber threats. As you progress, you'll learn how to collect data, along with understanding it by developing data models. The book will also show you how to set up an environment for TH using open source tools. Later, you will focus on how to plan a hunt with practical examples, before going on to explore the MITRE ATT&CK framework.</p> <p>By the end of this book, you'll have the skills you need to be able to carry out effective hunts in your own environment.</p> <h4>What you will learn</h4> <ul> <li>Understand what CTI is, its key concepts, and how it is useful for preventing threats and protecting your organization</li> <li>Explore the different stages of the TH process</li> <li>Model the data collected and understand how to document the findings</li> <li>Simulate threat actor activity in a lab environment</li> <li>Use the information collected to detect breaches and validate the results of your queries</li> <li>Use documentation and strategies to communicate processes to senior management and the wider business</li> </ul> <h4>Who this book is for</h4> <p>If you are looking to start out in the cyber intelligence and threat hunting domains and want to know more about how to implement a threat hunting division with open-source tools, then this cyber threat intelligence book is for you.</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。 4,085円

Foster's Complete Hoyle: An Encyclopedia of Games Including all indoor games played to-day. With suggestions for good play, illustrative hands, and all official laws to date【電子書籍】[ R. F. Foster ]

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<p>Foster's Complete Hoyle: An Encyclopedia of Games by R. F. Foster is a comprehensive guide to indoor games played during the author's time. The book offers expert advice on strategies, illustrative examples, and a complete set of official rules. Foster's work remains a valuable resource for enthusiasts and historians interested in the evolution of gaming and its cultural impact.</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

Hands-on Azure Boards Configuring and Customizing Process Workflows in Azure DevOps Services【電子書籍】[ Chaminda Chandrasekara ]

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<p>Understand and explore the features and management of Azure Boards with this book, which also covers Azure Boards configuration and advanced administration. This book starts by setting up projects with Azure DevOps and gives an overview of Azure Boards and its features. You will then learn to set up team projects and how to effectively use Azure Boards to plan and execute work.</p> <p><em>Hands-on Azure Boards</em> explains customizations, where you will understand the available options to track your work considering different scenarios. Next, you will learn visualizing with queries, charts, and dashboards along with reporting of Azure Boards. The author gives you hands-on lessons to set up Azure Boards and shows you how to handle multiple modules that are taken care of by different teams.</p> <p>You will also explore the security options in Azure Boards as well as a detailed demonstration of working with the REST API and CLI. Finally,you will work with useful extensions for Azure Boards and see how to use them more effectively and efficiently. After reading this book, you will be able to work with the Azure Boards capabilities available in Azure DevOps on-premise server and services to improve your software delivery process.</p> <p><strong>What You Will Learn</strong></p> <ul> <li>Plan and manage work with Azure Boards</li> <li>Use the REST API and command line interface with Azure Boards</li> <li>Extend Azure Boards with useful extensions to enhance its capabilities</li> <li>Customize Azure Boards to adapt it to your process</li> <li>Report and visualize work progress with Azure Boards</li> </ul> <p><strong>Who This Book Is For</strong></p> <p>Anyone working in Azure DevOps developing applications targeting any platform using any language.</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。 9,116円

What is Reiki Hands on Healing With Energy A Guide to Self-Healing and Spiritual Cleansing Through Reiki Training【電子書籍】[ Theresa Carver ]

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<p>What is Reiki Hands on Healing With Energy</p> <p>Reiki: What is Reiki Healing? Learn Reiki, Gain Emotional Healing and Chakra Healing with Reiki Therapy and Reiki Meditation, the Benefits of Reiki Healing Touch Through Healing Hands, A Guide to Self-Healing and Spiritual Cleansing Through Reiki Training</p> <p>Reiki is a Japanese type of spiritual practice also used for stress reduction and relaxation. It is a technique that also helps promote healing either for self or for other people. It is characterized as a practice of "laying of hands".</p> <p>The healing powers of the technique are based on the idea that there is an unseen "life force energy" that flows through each person. This life force is said to be the reason why people are alive. When one's life force energy is low, then people are likely to get sick or feel weak. If the life force is high, people fell healthy and happy.</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。 644円

The Dealmaker Lessons from a Life in Private Equity【電子書籍】[ Guy Hands ]

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<p><strong>An inside account of the multi-billion pound world of private equity and a masterclass on the art of deal-making</strong>.</p> <p><em>The Dealmaker</em> is a frank and honest account of how a severely dyslexic child who struggled at school went on to graduate from Oxford and become a serial entrepreneur. It describes Guy Hand's career in private equity, first at Nomura and then as head of his own company, Terra Firma. It looks in detail at the huge deals that Terra Firma has done over the years, involving everything from cinema chains and pubs to waste management, aircraft leasing and green energy. And it offers a brutally honest appraisal of the deal that almost bankrupted him - the acquisition of multinational music recording and publishing company EMI in 2007, just as a global financial crash loomed on the horizon. Above all, he gives the reader a real sense of what it's like inside the secretive world of private equity, describing in frank detail the pressures and rewards involved.</p> <p><strong>Insightful and page-turning, <em>The Dealmaker</em> will prove inspirational and essential reading for all those who want to understand how huge business negotiations are done, and what makes one of private equity's biggest players tick.</strong></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。 1,404円

Hands-On Embedded Programming with Qt Develop high performance applications for embedded systems with C++ and Qt 5【電子書籍】[ John Werner ]

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<p><strong>A comprehensive guide that will get you up and running with embedded software development using Qt5</strong></p> <h4>Key Features</h4> <ul> <li>Learn to create fluid, cross-platform applications for embedded devices</li> <li>Achieve optimum performance in your applications with QT Lite project</li> <li>Explore the implementation of Qt with IoT using QtMqtt, QtKNX, and QtWebSockets</li> </ul> <h4>Book Description</h4> <p>Qt is an open-source toolkit suitable for cross-platform and embedded application development. This book uses inductive teaching to help you learn how to create applications for embedded and Internet of Things (IoT) devices with Qt 5.</p> <p>You'll start by learning to develop your very first application with Qt. Next, you'll build on the first application by understanding new concepts through hands-on projects and written text. Each project will introduce new features that will help you transform your basic first project into a connected IoT application running on embedded hardware. In addition to practical experience in developing an embedded Qt project, you will also gain valuable insights into best practices for Qt development, along with exploring advanced techniques for testing, debugging, and monitoring the performance of Qt applications. Through the course of the book, the examples and projects are demonstrated in a way so that they can be run both locally and on an embedded platform.</p> <p>By the end of this book, you will have the skills you need to use Qt 5 to confidently develop modern embedded applications.</p> <h4>What you will learn</h4> <ul> <li>Understand how to develop Qt applications using Qt Creator under Linux</li> <li>Explore various Qt GUI technologies to build resourceful and interactive applications</li> <li>Understand Qt's threading model to maintain a responsive UI</li> <li>Get to grips with remote target load and debug under Qt Creator</li> <li>Become adept at writing IoT code using Qt</li> <li>Learn a variety of software best practices to ensure that your code is efficient</li> </ul> <h4>Who this book is for</h4> <p>This book is for software and hardware professionals with experience in different domains who are seeking new career opportunities in embedded systems and IoT. Working knowledge of the C++ Linux command line will be useful 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

The Mystery of the Clasped Hands A Novel【電子書籍】[ Guy Boothby ]

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<p>Guy Boothby's 'The Mystery of the Clasped Hands' is a captivating novel that intertwines elements of mystery and romance within a Victorian-era setting. Through vivid descriptions and intricate plot twists, Boothby skillfully creates a suspenseful atmosphere, keeping readers on the edge of their seats from start to finish. The book's richly detailed narrative and engaging characters reflect Boothby's mastery of storytelling and his ability to transport readers to another time and place. 'The Mystery of the Clasped Hands' is a prime example of late 19th-century popular fiction, blending suspense and intrigue with a touch of romance. Guy Boothby's writing style showcases his talent for crafting compelling narratives that leave a lasting impact on readers. With its thrilling storyline and well-developed characters, this novel is sure to captivate fans of Victorian mysteries and classic literature. 'The Mystery of the Clasped Hands' is a must-read for anyone looking for a riveting tale that combines suspense, romance, and historical intrigue.</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

100 Easy STEAM Activities Awesome Hands-On Projects for Aspiring Artists and Engineers【電子書籍】[ Andrea Scalzo Yi ]

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<p><strong>Exciting Activities for Young Artists, Scientists and Engineers</strong></p> <p>Spark your curiosity with these fun games and creative projects to learn early concepts in Science, Technology, Engineering, Art and Math. These incredible activities from Andrea Scalzo Yi, creator of Raising Dragons, make learning such a blast, you’ll forget you’re doing it!</p> <p>Feeling bored on a rainy day? Now you can pick a project, gather your supplies and let the magic happen. Try far-out science experiments like making Shaving Cream Rain Clouds or Lava Lamps. Make math-time snack-time with delicious Cream-Filled Cookie Fractions. Unlock boundless creativity with art projects like Marbled Paper or Monster Bugs. With seasonal activities like the Pool Noodle Obstacle Course and Erupting Pumpkins, there are games to love year-round.</p> <p>Have fun learning early ideas in chemistry, physics, computing, color-mixing and so much more, all while problem-solving and working together with friends. With projects that use common household items and require little adult supervision, <em>100 Easy STEAM Activities</em> is the ultimate resource for an amazing, creative day of learning.</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。 1,494円

Hands-On Mathematics for Deep Learning Build a solid mathematical foundation for training efficient deep neural networks【電子書籍】[ Jay Dawani ]

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<p><strong>A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architectures</strong></p> <h4>Key Features</h4> <ul> <li>Understand linear algebra, calculus, gradient algorithms, and other concepts essential for training deep neural networks</li> <li>Learn the mathematical concepts needed to understand how deep learning models function</li> <li>Use deep learning for solving problems related to vision, image, text, and sequence applications</li> </ul> <h4>Book Description</h4> <p>Most programmers and data scientists struggle with mathematics, having either overlooked or forgotten core mathematical concepts. This book uses Python libraries to help you understand the math required to build deep learning (DL) models.</p> <p>You'll begin by learning about core mathematical and modern computational techniques used to design and implement DL algorithms. This book will cover essential topics, such as linear algebra, eigenvalues and eigenvectors, the singular value decomposition concept, and gradient algorithms, to help you understand how to train deep neural networks. Later chapters focus on important neural networks, such as the linear neural network and multilayer perceptrons, with a primary focus on helping you learn how each model works. As you advance, you will delve into the math used for regularization, multi-layered DL, forward propagation, optimization, and backpropagation techniques to understand what it takes to build full-fledged DL models. Finally, you'll explore CNN, recurrent neural network (RNN), and GAN models and their application.</p> <p>By the end of this book, you'll have built a strong foundation in neural networks and DL mathematical concepts, which will help you to confidently research and build custom models in DL.</p> <h4>What you will learn</h4> <ul> <li>Understand the key mathematical concepts for building neural network models</li> <li>Discover core multivariable calculus concepts</li> <li>Improve the performance of deep learning models using optimization techniques</li> <li>Cover optimization algorithms, from basic stochastic gradient descent (SGD) to the advanced Adam optimizer</li> <li>Understand computational graphs and their importance in DL</li> <li>Explore the backpropagation algorithm to reduce output error</li> <li>Cover DL algorithms such as convolutional neural networks (CNNs), sequence models, and generative adversarial networks (GANs)</li> </ul> <h4>Who this book is for</h4> <p>This book is for data scientists, machine learning developers, aspiring deep learning developers, or anyone who wants to understand the foundation of deep learning by learning the math behind it. Working knowledge of the Python programming language and machine learning basics 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 Qt for Python Developers【電子書籍】[ Volodymyr Kirichinets ]

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<ol> <li>Python, Qt and C++ with examples.</li> <li>QML and Qt Quick with examples.</li> <li>PyQt and PySide with examples.</li> <li>Graphics, Graphical Effects and multimedia.</li> <li>Working with Databases (SQL, NoSQL).</li> <li>Signals, slots, and event handlers with examples.</li> <li>Threading and Multiprocessing in examples of large scale constructions.</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。 935円

Hands-On Unsupervised Learning with Python Implement machine learning and deep learning models using Scikit-Learn, TensorFlow, and more【電子書籍】[ Giuseppe Bonaccorso ]

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<p><strong>Discover the skill-sets required to implement various approaches to Machine Learning with Python</strong></p> <h4>Key Features</h4> <ul> <li>Explore unsupervised learning with clustering, autoencoders, restricted Boltzmann machines, and more</li> <li>Build your own neural network models using modern Python libraries</li> <li>Practical examples show you how to implement different machine learning and deep learning techniques</li> </ul> <h4>Book Description</h4> <p>Unsupervised learning is about making use of raw, untagged data and applying learning algorithms to it to help a machine predict its outcome. With this book, you will explore the concept of unsupervised learning to cluster large sets of data and analyze them repeatedly until the desired outcome is found using Python.</p> <p>This book starts with the key differences between supervised, unsupervised, and semi-supervised learning. You will be introduced to the best-used libraries and frameworks from the Python ecosystem and address unsupervised learning in both the machine learning and deep learning domains. You will explore various algorithms, techniques that are used to implement unsupervised learning in real-world use cases. You will learn a variety of unsupervised learning approaches, including randomized optimization, clustering, feature selection and transformation, and information theory. You will get hands-on experience with how neural networks can be employed in unsupervised scenarios. You will also explore the steps involved in building and training a GAN in order to process images.</p> <p>By the end of this book, you will have learned the art of unsupervised learning for different real-world challenges.</p> <h4>What you will learn</h4> <ul> <li>Use cluster algorithms to identify and optimize natural groups of data</li> <li>Explore advanced non-linear and hierarchical clustering in action</li> <li>Soft label assignments for fuzzy c-means and Gaussian mixture models</li> <li>Detect anomalies through density estimation</li> <li>Perform principal component analysis using neural network models</li> <li>Create unsupervised models using GANs</li> </ul> <h4>Who this book is for</h4> <p>This book is intended for statisticians, data scientists, machine learning developers, and deep learning practitioners who want to build smart applications by implementing key building block unsupervised learning, and master all the new techniques and algorithms offered in machine learning and deep learning using real-world examples. Some prior knowledge of machine learning concepts and statistics is desirable.</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

Foster's Complete Hoyle: An Encyclopedia of Games Including all indoor games played to-day. With suggestions for good play, illustrative hands, and all official laws to date【電子書籍】[ R. F. Foster ]

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<p>R. F. Foster's 'Foster's Complete Hoyle: An Encyclopedia of Games' is a comprehensive guide that delves into the world of games. The book covers a wide range of games with detailed instructions, rules, and strategies, making it a valuable resource for both beginners and seasoned players. Foster's writing style is clear and concise, making it easy for readers to understand and follow along. The context of the book lies in the rich history of game playing, showcasing the importance of games in various cultures and societies. This encyclopedia is not only informative but also a delightful read for anyone interested in the art of game playing. R. F. Foster, a respected author and historian, has a deep passion for games and their cultural significance. His expertise in history and literature has led him to compile this extensive encyclopedia, showcasing his knowledge and love for games of all kinds. Foster's meticulous research and attention to detail are evident throughout the book, making it a must-have for game enthusiasts and researchers alike. I highly recommend 'Foster's Complete Hoyle: An Encyclopedia of Games' to anyone looking to expand their knowledge of games and their history. Whether you are a casual player or a serious game enthusiast, this book offers valuable insights and information that will surely enhance your gaming experience.</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

Arduino Nano Every A Hands-On Guide【電子書籍】[ Agus Kurniawan ]

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<p>This book helps you to get started with Arduino Nano Every development with step-by-step approach and project samples. The following is a list of highlight topics in this book:</p> <ul> <li>Preparing Development Environment</li> <li>Setting Up Arduino Nano Every</li> <li>Writing and Reading Digital Data</li> <li>Serial Communication (UART)</li> <li>PWM and Analog Input</li> <li>Working with I2C</li> <li>Working with SPI</li> <li>Accessing EEPROM</li> <li>Working with DHT Module</li> <li>Working with GPS Module</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。 377円

Practical Big Data Analytics Hands-on techniques to implement enterprise analytics and machine learning using Hadoop, Spark, NoSQL and R【電子書籍】[ Nataraj Dasgupta ]

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<p>Get command of your organizational Big Data using the power of data science and analytics About This Book ? A perfect companion to boost your Big Data storing, processing, analyzing skills to help you take informed business decisions ? Work with the best tools such as Apache Hadoop, R, Python, and Spark for NoSQL platforms to perform massive online analyses ? Get expert tips on statistical inference, machine learning, mathematical modeling, and data visualization for Big Data Who This Book Is For The book is intended for existing and aspiring Big Data professionals who wish to become the go-to person in their organization when it comes to Big Data architecture, analytics, and governance. While no prior knowledge of Big Data or related technologies is assumed, it will be helpful to have some programming experience. What You Will Learn ? Get a 360-degree view into the world of Big Data, data science and machine learning ? Broad range of technical and business Big Data analytics topics that caters to the interests of the technical experts as well as corporate IT executives ? Get hands-on experience with industry-standard Big Data and machine learning tools such as Hadoop, Spark, MongoDB, KDB+ and R ? Create production-grade machine learning BI Dashboards using R and R Shiny with step-by-step instructions ? Learn how to combine open-source Big Data, machine learning and BI Tools to create low-cost business analytics applications ? Understand corporate strategies for successful Big Data and data science projects ? Go beyond general-purpose analytics to develop cutting-edge Big Data applications using emerging technologies In Detail Big Data analytics relates to the strategies used by organizations to collect, organize and analyze large amounts of data to uncover valuable business insights that otherwise cannot be analyzed through traditional systems. Crafting an enterprise-scale cost-efficient Big Data and machine learning solution to uncover insights and value from your organization's data is a challenge. Today, with hundreds of new Big Data systems, machine learning packages and BI Tools, selecting the right combination of technologies is an even greater challenge. This book will help you do that. With the help of this guide, you will be able to bridge the gap between the theoretical world of technology with the practical ground reality of building corporate Big Data and data science platforms. You will get hands-on exposure to Hadoop and Spark, build machine learning dashboards using R and R Shiny, create web-based apps using NoSQL databases such as MongoDB and even learn how to write R code for neural networks. By the end of the book, you will have a very clear and concrete understanding of what Big Data analytics means, how it drives revenues for organizations, and how you can develop your own Big Data analytics solution using different tools and methods articulated in this book. Style and approach This book equips you with a knowledge of various NoSQL tools, R, Python programming, cloud platforms, and techniques so you can use them to store, analyze, and deliver meaningful insights from your data.</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。 4,540円

Hands-On Blockchain for Python Developers Gain blockchain programming skills to build decentralized applications using Python【電子書籍】[ Arjuna Sky Kok ]

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<p><strong>Implement real-world decentralized applications using Python, Vyper, Populus, and Ethereum</strong></p> <h4>Key Features</h4> <ul> <li>Stay up-to-date with everything you need to know about the blockchain ecosystem</li> <li>Implement smart contracts, wallets, and decentralized applications(DApps) using Python libraries</li> <li>Get deeper insights into storing content in a distributed storage platform</li> </ul> <h4>Book Description</h4> <p>Blockchain is seen as the main technological solution that works as a public ledger for all cryptocurrency transactions. This book serves as a practical guide to developing a full-fledged decentralized application with Python to interact with the various building blocks of blockchain applications.</p> <p>Hands-On Blockchain for Python Developers starts by demonstrating how blockchain technology and cryptocurrency hashing works. You will understand the fundamentals and benefits of smart contracts such as censorship resistance and transaction accuracy. As you steadily progress, you'll go on to build smart contracts using Vyper, which has a similar syntax to Python. This experience will further help you unravel the other benefits of smart contracts, including reliable storage and backup, and efficiency. You'll also use web3.py to interact with smart contracts and leverage the power of both the web3.py and Populus framework to build decentralized applications that offer security and seamless integration with cryptocurrencies. As you explore later chapters, you'll learn how to create your own token on top of Ethereum and build a cryptocurrency wallet graphical user interface (GUI) that can handle Ethereum and Ethereum Request for Comments (ERC-20) tokens using the PySide2 library. This will enable users to seamlessly store, send, and receive digital money. Toward the end, you'll implement InterPlanetary File System (IPFS) technology in your decentralized application to provide a peer-to-peer filesystem that can store and expose media.</p> <p>By the end of this book, you'll be well-versed in blockchain programming and be able to build end-to-end decentralized applications on a range of domains using Python.</p> <h4>What you will learn</h4> <ul> <li>Understand blockchain technology and what makes it an immutable database</li> <li>Use the features of web3.py API to interact with the smart contract</li> <li>Create your own cryptocurrency and token in Ethereum using Vyper</li> <li>Use IPFS features to store content on the decentralized storage platform</li> <li>Implement a Twitter-like decentralized application with a desktop frontend</li> <li>Build decentralized applications in the shape of console, web, and desktop applications</li> </ul> <h4>Who this book is for</h4> <p>If you are a Python developer who wants to enter the world of blockchain, Hands-On Blockchain for Python Developers is for you. The book will be your go-to guide to becoming well-versed with the blockchain ecosystem and building your own decentralized applications using Python and library support.</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

The TensorFlow Workshop A hands-on guide to building deep learning models from scratch using real-world datasets【電子書籍】[ Anthony Maddalone ]

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<p><strong>Get started with TensorFlow fundamentals to build and train deep learning models with real-world data, practical exercises, and challenging activities</strong></p> <h4>Key Features</h4> <ul> <li>Understand the fundamentals of tensors, neural networks, and deep learning</li> <li>Discover how to implement and fine-tune deep learning models for real-world datasets</li> <li>Build your experience and confidence with hands-on exercises and activities</li> </ul> <h4>Book Description</h4> <p>Getting to grips with tensors, deep learning, and neural networks can be intimidating and confusing for anyone, no matter their experience level. The breadth of information out there, often written at a very high level and aimed at advanced practitioners, can make getting started even more challenging.</p> <p>If this sounds familiar to you, The TensorFlow Workshop is here to help. Combining clear explanations, realistic examples, and plenty of hands-on practice, it'll quickly get you up and running.</p> <p>You'll start off with the basics ? learning how to load data into TensorFlow, perform tensor operations, and utilize common optimizers and activation functions. As you progress, you'll experiment with different TensorFlow development tools, including TensorBoard, TensorFlow Hub, and Google Colab, before moving on to solve regression and classification problems with sequential models.</p> <p>Building on this solid foundation, you'll learn how to tune models and work with different types of neural network, getting hands-on with real-world deep learning applications such as text encoding, temperature forecasting, image augmentation, and audio processing.</p> <p>By the end of this deep learning book, you'll have the skills, knowledge, and confidence to tackle your own ambitious deep learning projects with TensorFlow.</p> <h4>What you will learn</h4> <ul> <li>Get to grips with TensorFlow's mathematical operations</li> <li>Pre-process a wide variety of tabular, sequential, and image data</li> <li>Understand the purpose and usage of different deep learning layers</li> <li>Perform hyperparameter-tuning to prevent overfitting of training data</li> <li>Use pre-trained models to speed up the development of learning models</li> <li>Generate new data based on existing patterns using generative models</li> </ul> <h4>Who this book is for</h4> <p>This TensorFlow book is for anyone who wants to develop their understanding of deep learning and get started building neural networks with TensorFlow. Basic knowledge of Python programming and its libraries, as well as a general understanding of the fundamentals of data science and machine learning, will help you grasp the topics covered in this book more easily.</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