Transformers for Natural Language Processing, 2nd Edition
Transformers are a game-changer for natural language understanding (NLU) and have become one of the pillars of artificial intelligence. Transformers for Natural Language Processing, 2nd Edition, investigates deep learning for machine translations, speech-to-text, text-to-speech, language modeling, question-answering, and many more NLP domains with transformers. An Industry 4.0 AI specialist needs to be adaptable; knowing just one NLP platform is not enough anymore. Different platforms have different benefits depending on the application, whether it's cost, flexibility, ease of implementation, results, or performance. In this book, we analyze numerous use cases with Hugging Face, Google Trax, OpenAI, and AllenNLP. This book takes transformers' capabilities further by combining multiple NLP techniques, such as sentiment analysis, named entity recognition, and semantic role labeling, to analyze complex use cases, such as dissecting fake news on Twitter. Also, see how transformers ...
Transformers are a game-changer for natural language understanding (NLU) and have become one of the pillars of artificial intelligence. Transformers for Natural Language Processing, 2nd Edition, investigates deep learning for machine translations, speech-to-text, text-to-speech, language modeling, question-answering, and many more NLP domains with transformers. An Industry 4.0 AI specialist needs to be adaptable; knowing just one NLP platform is not enough anymore. Different platforms have different benefits depending on the application, whether it's cost, flexibility, ease of implementation, results, or performance. In this book, we analyze numerous use cases with Hugging Face, Google Trax, OpenAI, and AllenNLP. This book takes transformers' capabilities further by combining multiple NLP techniques, such as sentiment analysis, named entity recognition, and semantic role labeling, to analyze complex use cases, such as dissecting fake news on Twitter. Also, see how transformers ...
React Succinctly
React is one of the most popular JavaScript UI libraries in use today, providing a simple approach to creating stateful UI components that can be combined to create a complete web app. In React Succinctly by Samer Buna, you'll learn the fundamental concepts of the React library, how the library fits in with modern JavaScript, and how to apply what you learn to create a simple interactive memory game. Buna also provides an interactive, web-based React playground for following along with the book's code examples and exploring React features on your own. ...
React is one of the most popular JavaScript UI libraries in use today, providing a simple approach to creating stateful UI components that can be combined to create a complete web app. In React Succinctly by Samer Buna, you'll learn the fundamental concepts of the React library, how the library fits in with modern JavaScript, and how to apply what you learn to create a simple interactive memory game. Buna also provides an interactive, web-based React playground for following along with the book's code examples and exploring React features on your own. ...
Beginning VFX with Autodesk Maya
Dive into the nuances of visual effects (VFX) design, from planning to execution, using Autodesk Maya. This book introduces the methods and techniques required for your first foray into 3D FX generation from scratch. You will start with the fundamentals of visual effects, including a history of VFX, tools and techniques for creating believable visual effects, and popular tools used in the industry. Next, you are introduced to Autodesk Maya and its various components that make it a favorite among professionals. You will learn how to create rigid body collisions and simulate realistic particles such as dust, fire, water, and more. This book also presents strategies for creating a vortex, rain, hair, fluids, and other soft body simulations and also demonstrates nature element simulations for computer-generated production. At the end of the book, there is a capstone project to make your own visual effects scene in a practical way. After going through this book, you will be able ...
Dive into the nuances of visual effects (VFX) design, from planning to execution, using Autodesk Maya. This book introduces the methods and techniques required for your first foray into 3D FX generation from scratch. You will start with the fundamentals of visual effects, including a history of VFX, tools and techniques for creating believable visual effects, and popular tools used in the industry. Next, you are introduced to Autodesk Maya and its various components that make it a favorite among professionals. You will learn how to create rigid body collisions and simulate realistic particles such as dust, fire, water, and more. This book also presents strategies for creating a vortex, rain, hair, fluids, and other soft body simulations and also demonstrates nature element simulations for computer-generated production. At the end of the book, there is a capstone project to make your own visual effects scene in a practical way. After going through this book, you will be able ...
Microsoft Excel Step by Step
This is learning made easy. Get more done, more quickly, with Microsoft Excel. Jump in wherever you need answersbrisk lessons and detailed screenshots show you exactly what to do, step by step. Quickly set up workbooks, enter data, and format it for effective visual impact; Perform calculations and find and correct errors; Manage, filter, summarize, validate, reorder, and combine data; Identify trends, illustrate processes and relationships, and dynamically analyze data; Build sophisticated forecasts, key performance indicators (KPIs), and timelines; Visualize data with customized charts, 3D maps, and other powerful tools; Import, process, summarize, and analyze huge data sets with PowerPivot and Power Query; Use powerful Excel Data Models for advanced business intelligence. ...
This is learning made easy. Get more done, more quickly, with Microsoft Excel. Jump in wherever you need answersbrisk lessons and detailed screenshots show you exactly what to do, step by step. Quickly set up workbooks, enter data, and format it for effective visual impact; Perform calculations and find and correct errors; Manage, filter, summarize, validate, reorder, and combine data; Identify trends, illustrate processes and relationships, and dynamically analyze data; Build sophisticated forecasts, key performance indicators (KPIs), and timelines; Visualize data with customized charts, 3D maps, and other powerful tools; Import, process, summarize, and analyze huge data sets with PowerPivot and Power Query; Use powerful Excel Data Models for advanced business intelligence. ...
Microsoft Excel Data Analysis and Business Modeling, 7th Edition
Master business modeling and analysis techniques with Microsoft Excel and transform data into bottom-line results. Award-winning educator Wayne Winstons hands-on, scenario-focused guide helps you use todays Excel to ask the right questions and get accurate, actionable answers. More extensively updated than any previous edition, new coverage ranges from one-click data analysis to STOCKHISTORY, dynamic arrays to Power Query, and includes six new chapters. Practice with over 900 problems, many based on real challenges faced by working analysts. Solve real problems with Microsoft Exceland build your competitive advantage. Quickly transition from Excel basics to sophisticated analytics; Use recent Power Query enhancements to connect, combine, and transform data sources more effectively; Use the LAMBDA and LAMBDA helper functions to create Custom Functions without VBA; Use New Data Types to import data including stock prices, weather, information on geographic areas, universities, movi ...
Master business modeling and analysis techniques with Microsoft Excel and transform data into bottom-line results. Award-winning educator Wayne Winstons hands-on, scenario-focused guide helps you use todays Excel to ask the right questions and get accurate, actionable answers. More extensively updated than any previous edition, new coverage ranges from one-click data analysis to STOCKHISTORY, dynamic arrays to Power Query, and includes six new chapters. Practice with over 900 problems, many based on real challenges faced by working analysts. Solve real problems with Microsoft Exceland build your competitive advantage. Quickly transition from Excel basics to sophisticated analytics; Use recent Power Query enhancements to connect, combine, and transform data sources more effectively; Use the LAMBDA and LAMBDA helper functions to create Custom Functions without VBA; Use New Data Types to import data including stock prices, weather, information on geographic areas, universities, movi ...
Begin to Code with JavaScript
Start writing software that solves real problems, even if you have absolutely no programming experience! This friendly, easy, full-color book puts you in total control of your own learning, empowering you to build unique and useful programs. Microsoft has completely reinvented the beginning programmer's tutorial, reflecting deep research into how today's beginners learn, and why other books fall short. Begin to Code with JavaScript is packed with innovations, from its JavaScript code samples you can interact with straight from your browser to its "Make Something Happen" projects. Whether you're a total beginner or you've tried before, this guide will put the power, excitement, and fun of programming where it belongs: in your hands! Easy, friendly, and you're in control! Learn how to: Get and use the powerful free Visual Studio Code tool for JavaScript programming; Explore the JavaScript environment and see what happens when programs run; Learn key concepts from example programs, and ...
Start writing software that solves real problems, even if you have absolutely no programming experience! This friendly, easy, full-color book puts you in total control of your own learning, empowering you to build unique and useful programs. Microsoft has completely reinvented the beginning programmer's tutorial, reflecting deep research into how today's beginners learn, and why other books fall short. Begin to Code with JavaScript is packed with innovations, from its JavaScript code samples you can interact with straight from your browser to its "Make Something Happen" projects. Whether you're a total beginner or you've tried before, this guide will put the power, excitement, and fun of programming where it belongs: in your hands! Easy, friendly, and you're in control! Learn how to: Get and use the powerful free Visual Studio Code tool for JavaScript programming; Explore the JavaScript environment and see what happens when programs run; Learn key concepts from example programs, and ...
Microsoft Excel Inside Out
Dive Into Microsoft Excel for Office 2021 and Microsoft 365 and really put your spreadsheet expertise to work. This supremely well-organized reference packs hundreds of timesaving solutions, tips, and workaroundsall you need to make the most of Excels most powerful tools for analyzing data and making better decisions. Renowned Excel expert Bill Jelen offers a complete tour of Excel and its latest innovations, from advanced analysis and visualizations to dashboards. Discover how experts tackle todays key tasksand challenge yourself to new levels of mastery. Save time with galleries, keyboard accelerators, and other shortcuts; Enter formulas more efficiently, and fully control operators and dates; Use new data types to return photos, arrays, or weather history and even create your own; Master Excels most widely-used functions; Integrate external data from the web and other sources; Use the new XLOOKUP function to retrieve data more efficiently, with fewer errors; Store powerful specia ...
Dive Into Microsoft Excel for Office 2021 and Microsoft 365 and really put your spreadsheet expertise to work. This supremely well-organized reference packs hundreds of timesaving solutions, tips, and workaroundsall you need to make the most of Excels most powerful tools for analyzing data and making better decisions. Renowned Excel expert Bill Jelen offers a complete tour of Excel and its latest innovations, from advanced analysis and visualizations to dashboards. Discover how experts tackle todays key tasksand challenge yourself to new levels of mastery. Save time with galleries, keyboard accelerators, and other shortcuts; Enter formulas more efficiently, and fully control operators and dates; Use new data types to return photos, arrays, or weather history and even create your own; Master Excels most widely-used functions; Integrate external data from the web and other sources; Use the new XLOOKUP function to retrieve data more efficiently, with fewer errors; Store powerful specia ...
Professional Scrum Development with Azure DevOps
This guide can help any development team plan, track, and manage work far more effectively, by combining today's leading agile framework (Scrum) and Microsoft's ALM/DevOps toolset (Azure DevOps). Renowned Scrum expert Richard Hundhausen thoroughly covers team formation, backlogs, Sprints, test plans, collaboration, flow, continuous improvement, Azure Boards, Azure Test Plans, and the real-world tradeoffs associated with DevOps. Throughout, you'll find practical, in-the-trenches tips from experienced Professional Scrum Developers. To make this guide even more valuable, Hundhausen has organized it to complement Scrum.org's popular Professional Scrum Developer (PSD) program, which he created with Scrum.org's Ken Schwaber, author of this book's Foreword. Professional Scrum Trainer Richard Hundhausen shows how to: Deepen your understanding of the Scrum framework and Professional Scrum as based on the 2020 Scrum Guide; Provide proven work item planning and tracking, and quickly drive valu ...
This guide can help any development team plan, track, and manage work far more effectively, by combining today's leading agile framework (Scrum) and Microsoft's ALM/DevOps toolset (Azure DevOps). Renowned Scrum expert Richard Hundhausen thoroughly covers team formation, backlogs, Sprints, test plans, collaboration, flow, continuous improvement, Azure Boards, Azure Test Plans, and the real-world tradeoffs associated with DevOps. Throughout, you'll find practical, in-the-trenches tips from experienced Professional Scrum Developers. To make this guide even more valuable, Hundhausen has organized it to complement Scrum.org's popular Professional Scrum Developer (PSD) program, which he created with Scrum.org's Ken Schwaber, author of this book's Foreword. Professional Scrum Trainer Richard Hundhausen shows how to: Deepen your understanding of the Scrum framework and Professional Scrum as based on the 2020 Scrum Guide; Provide proven work item planning and tracking, and quickly drive valu ...
Code the Classics
This stunning 224-page hardback book not only tells the stories of some of the seminal video games of the 1970s and 1980s, but shows you how to create your own games inspired by them using Python and Pygame Zero, following examples programmed by Raspberry Pi founder Eben Upton. In the first of two volumes, we remake five classic video games - ranging from Pong to Sensible Soccer, each represents a different genre. We interview the games' original creators and learn from their example, as well as utilise the art and audio engineering skills of two of the 1980s' most prolific games developers for our recreated versions of the games. - Get game design tips and tricks from the masters; - Explore the code listings and find out how they work; - Download and play game examples by Eben Upton; - Learn how to code your own games with Pygame Zero; - Read interviews with expert graphics and audio creators. ...
This stunning 224-page hardback book not only tells the stories of some of the seminal video games of the 1970s and 1980s, but shows you how to create your own games inspired by them using Python and Pygame Zero, following examples programmed by Raspberry Pi founder Eben Upton. In the first of two volumes, we remake five classic video games - ranging from Pong to Sensible Soccer, each represents a different genre. We interview the games' original creators and learn from their example, as well as utilise the art and audio engineering skills of two of the 1980s' most prolific games developers for our recreated versions of the games. - Get game design tips and tricks from the masters; - Explore the code listings and find out how they work; - Download and play game examples by Eben Upton; - Learn how to code your own games with Pygame Zero; - Read interviews with expert graphics and audio creators. ...
Blueprints Visual Scripting for Unreal Engine 5, 3rd Edition
Unreal Engine's Blueprint visual scripting system enables designers to script their games and programmers to create base elements that can be extended by designers. With this book, you'll explore all the features of the Blueprint Editor, along with expert tips, shortcuts, and best practices. The book guides you through using variables, macros, and functions, and helps you learn about object-oriented programming (OOP). You'll discover the Gameplay Framework and advance to learning how Blueprint Communication allows one Blueprint to access information from another Blueprint. Later chapters focus on building a fully functional game step by step. You'll start with a basic first-person shooter (FPS) template, and each chapter will build on the prototype to create an increasingly complex and robust game experience. You'll then progress from creating basic shooting mechanics to more complex systems such as user interface elements and intelligent enemy behavior. The book demonstrates how to ...
Unreal Engine's Blueprint visual scripting system enables designers to script their games and programmers to create base elements that can be extended by designers. With this book, you'll explore all the features of the Blueprint Editor, along with expert tips, shortcuts, and best practices. The book guides you through using variables, macros, and functions, and helps you learn about object-oriented programming (OOP). You'll discover the Gameplay Framework and advance to learning how Blueprint Communication allows one Blueprint to access information from another Blueprint. Later chapters focus on building a fully functional game step by step. You'll start with a basic first-person shooter (FPS) template, and each chapter will build on the prototype to create an increasingly complex and robust game experience. You'll then progress from creating basic shooting mechanics to more complex systems such as user interface elements and intelligent enemy behavior. The book demonstrates how to ...