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Spring Python 1.1
by Greg Lee TurnquistThe book is an introduction to Spring Python. It starts with simple practical applications, moving on to more advanced applications with two advanced case studies at the end of the book. It is packed with screenshots, examples, and ready-to-use code making it very suitable for a beginner while also showing tactics and concepts suitable for the most experienced developers. Each chapter starts with a simple problem to solve, and then dives into how Spring Python provides the solution with step-by-step code samples. Along the way, screenshots and diagrams are used to show critical parts of the solution. The case studies start off with a handful of use cases, and then proceed step-by-step to incrementally develop features. Some use cases are left to the reader to implement as an exercise. Key problems discovered along the way are exposed and then solved, giving the reader the chance to solve them, or to read the author's solutions. This book is for Python developers who want to take their applications to the next level, by adding/using parts that scale their application up, without adding unnecessary complexity. It is also helpful for Java developers who want to mix in some Python to speed up their coding effort.
Azure Strategy and Implementation Guide: Up-to-date information for organizations new to Azure, 3rd Edition
by Peter De Tender Greg Leonardo Jason MilgramLearn Azure's cloud capabilities with the help of this introductory guide to employing Azure for your cloud infrastructure needs. Key Features Get a clear overview of Azure's capabilities and benefits, and learn how to get started efficiently Develop the ability to opt for cloud architecture and design that best fits your organization Leverage Azure opportunities for cost savings and optimization Book Description Microsoft Azure is a powerful cloud computing platform that offers a multitude of services and capabilities for organizations of any size moving to a cloud strategy. Azure Strategy and Implementation Guide Third Edition encapsulates the entire spectrum of measures involved in Azure deployment that includes understanding Azure fundamentals, choosing a suitable cloud architecture, building on design principles, becoming familiar with Azure DevOps, and learning best practices for optimization and management. The book begins by introducing you to the Azure cloud platform and demonstrating the substantial scope of digital transformation and innovation that can be achieved by leveraging Azure's capabilities. The guide further acquaints you with practical insights on application modernization, Azure Infrastructure as a Service (IaaS) deployment, infrastructure management, key application architectures, best practices of Azure DevOps, and Azure automation. By the end of this book, you will be proficient in driving Azure operations right from the planning and cloud migration stage to cost management and troubleshooting. What you will learn Deploy and run Azure infrastructure services Carry out detailed planning for migrating applications to the cloud with Azure Move underlying code class structure into a serverless model Use a gateway to isolate your services and applications Define roles and responsibilities in DevOps Implement release & deployment coordination and automation Who this book is for Azure Strategy and Implementation Guide Third Edition is designed to benefit Azure architects, cloud solution architects, Azure developers, Azure administrators, and anyone who wants to develop an expertise in operating and administering the Azure cloud. A basic familiarity with operating systems and databases will help you grasp the concepts covered in this book.
Hands-On Cloud Solutions with Azure: Architecting, developing, and deploying the Azure way
by Greg LeonardoDesign effective Azure architecture and transform your IT business solutionsKey FeaturesDevelop a resilient and robust cloud environmentDeploy and manage cost-effective and highly available solutions on your public cloudDesign and implement enterprise-level cloud solutionsBook DescriptionAzure provides cloud-based solutions to support your business demands. Building and running solutions on Azure will help your business maximize the return on investment and minimize the total cost of ownership.Hands-On Cloud Solutions with Azure focuses on addressing the architectural decisions that usually arise when you design or migrate a solution to Microsoft Azure. You will start by designing the building blocks of infrastructure solution on Azure, such as Azure compute, storage, and networking, followed by exploring the database options it offers. You will get to grips with designing scalable web and mobile solutions and understand where to host your Active Directory and Identity Solution. Moving on, you’ll learn how to extend DevOps to Azure.You will also beneft from some exciting services that enable extremely smooth operations and streamlined DevOps between on-premises and cloud. The book will help you to design a secure environment for your solution, on both the Cloud and hybrid. Toward the end, you’ll see how to manage and monitor cloud and hybrid solutions.By the end of this book, you will be armed with all the tools and knowledge you need to properly plan and design your solutions on Azure, whether it’s for a brand new project or migration project.What you will learnGet started with Azure by understanding tenants, subs, and resource groupsDecide whether to “lift and shift” or migrate appsPlan and architect solutions in AzureBuild ARM templates for Azure resourcesDevelop and deploy solutions in AzureUnderstand how to monitor and support your application with AzureMake your life easier with Azure best practices and tipsWho this book is forIf you’re an IT consultant, developer, or solutions architect looking to design effective solutions for your organization, this book is for you. Some knowledge of cloud computing will assist with understanding the key concepts covered in this book.
The Pocket Mentor for Game Audio (The Pocket Mentors for Games Careers)
by Greg Lester Jonny SandsWant to work as an audio professional in the video games industry? Then this is the book is for you. It provides all the essential information and guidance you need to understand the industry and get your foot on the ladder.The book covers everything from the education you’ll need, how to look for and apply for job opportunities and what to do once you land your first job. It also includes advice on what to do once you’re in the role, with chapters covering best practices for sound designers, how to set goals for future career progression, as well as top tips from experts in the industry. It is written as a companion to the Game Audio Learning (GAL) website and invites the reader to visit GAL to access additional information that expands on the book’s contents.This book will be of great interest to all beginner and aspiring game audio professionals, as well as more experienced game audio professionals who are looking for new ways to approach their career planning.
Large-Scale Quantum-Mechanical Enzymology
by Greg LeverThis work establishes linear-scaling density-functional theory (DFT) as a powerful tool for understanding enzyme catalysis, one that can complement quantum mechanics/molecular mechanics (QM/MM) and molecular dynamics simulations. The thesis reviews benchmark studies demonstrating techniques capable of simulating entire enzymes at the ab initio quantum-mechanical level of accuracy. DFT has transformed the physical sciences by allowing researchers to perform parameter-free quantum-mechanical calculations to predict a broad range of physical and chemical properties of materials. In principle, similar methods could be applied to biological problems. However, even the simplest biological systems contain many thousands of atoms and are characterized by extremely complex configuration spaces associated with a vast number of degrees of freedom. The development of linear-scaling density-functional codes makes biological molecules accessible to quantum-mechanical calculation, but has yet to resolve the complexity of the phase space. Furthermore, these calculations on systems containing up to 2,000 atoms can capture contributions to the energy that are not accounted for in QM/MM methods (for which the Nobel prize in Chemistry was awarded in 2013) and the results presented here reveal profound shortcomings in said methods.
Learning C# by Developing Games with Unity 5.x - Second Edition
by Greg LukosekDevelop your first interactive 2D platformer game by learning the fundamentals of C# About This Book * Get to grips with the fundamentals of scripting in C# with Unity * Create an awesome, 2D platformer game from scratch using the principles of object-oriented programming and coding in C# * This is a step-by-step guide to learn the fundamentals of C# scripting to develop GameObjects and master the basics of the new UI system in Unity Who This Book Is For The book is targeted at beginner level Unity developers with no programming experience. If you are a Unity developer and you wish to learn how to write C# scripts and code by creating games, then this book is for you. What You Will Learn * Understand the fundamentals of variables, methods, and code syntax in C# * Get to know about techniques to turn your game idea into working project * Use loops and collections efficiently in Unity to reduce the amount of code * Develop a game using the object-oriented programming principles * Generate infinite levels for your game * Create and code a good-looking functional UI system for your game * Publish and share your game with users In Detail Unity is a cross-platform game engine that is used to develop 2D and 3D video games. Unity 5 is the latest version, released in March 2015, and adds a real-time global illumination to the games, and its powerful new features help to improve a game's efficiency. This book will get you started with programming behaviors in C# so you can create 2D games in Unity. You will begin by installing Unity and learning about its features, followed by creating a C# script. We will then deal with topics such as unity scripting for you to understand how codes work so you can create and use C# variables and methods. Moving forward, you will find out how to create, store, and retrieve data from collection of objects. You will also develop an understanding of loops and their use, and you'll perform object-oriented programming. This will help you to turn your idea into a ready-to-code project and set up a Unity project for production. Finally, you will discover how to create the GameManager class to manage the game play loop, generate game levels, and develop a simple UI for the game. By the end of this book, you will have mastered the art of applying C# in Unity. Style and approach This is a step-by-step guide to developing a game from scratch by applying the fundamentals of C# and Unity scripting.
Qbasic by Example (Special Edition)
by Greg M. Perry Que Publishing StaffThis book began in 1978, when I first turned on a computer and opened a BASIC manual to page 1, having never touched a computer before. Since then, I have continued to learn and teach BASIC. From that first Microsoft BASIC language, I taught many others, but Microsoft's variants of BASIC continue to be my favorites and old standbys. I am glad that Mr. Gates and his crew at Microsoft continue to support this language; it looks as though they are dedicated, more than ever, to keeping the BASIC flame alive with QBasic.
Microsoft Power Platform Solution Architect's Handbook: An expert's guide to becoming a Power Platform solution architect and preparing for the PL-600 exam
by Hugo Herrera Greg MaderGain expertise in solution architecture and master all aspects of Power Platform, from data and automation to analytics and securityKey FeaturesBecome a full-fledged Power Platform expert and lead your solutions with conviction and clarityAdopt a consistent, systematic, and advanced approach to solution architectureWork on practical examples and exercises to develop expert-level skills and prepare for certificationBook DescriptionIf you've been looking for a way to unlock the potential of Microsoft Power Platform and take your career as a solution architect to the next level, then look no further—this practical guide covers it all.Microsoft Power Platform Solution Architect's Handbook will equip you with everything you need to build flexible and cost-effective end-to-end solutions. Its comprehensive coverage ranges from best practices surrounding fit-gap analysis, leading design processes, and navigating existing systems to application lifecycle management with Microsoft Azure DevOps, security compliance monitoring, and third-party API integration.The book takes a hands-on approach by guiding you through a fictional case study throughout the book, allowing you to apply what you learn as you learn it. At the end of the handbook, you'll discover a set of mock tests for you to embed your progress and prepare for PL-600 Microsoft certification.Whether you want to learn how to work with Power Platform or want to take your skills from the intermediate to advanced level, this book will help you achieve that and ensure that you're able to add value to your organization as an expert solution architect.What you will learnCement the foundations of your applications using best practicesUse proven design, build, and go-live strategies to ensure successLead requirements gathering and analysis with confidenceSecure even the most complex solutions and integrationsEnsure compliance between the Microsoft ecosystem and your businessBuild resilient test and deployment strategies to optimize solutionsWho this book is forThis book is for solution architects, enterprise architects, technical consultants, and business and system analysts who implement, optimize, and architect Power Platform and Dataverse solutions. It will also help anyone who needs a detailed playbook for architecting and delivering successful digital transformation projects that leverage Power Platform apps and the Microsoft business apps ecosystem. A solid understanding of Power Platform configuration and administration, Power Automate processes, Power Apps Portals, Canvas Apps, Dataverse Plugins, and Workflow Capabilities is expected.
Welcome to Computer Basics: Microsoft Windows 10 and Office Online
by Greg MarshallWelcome to Computer Basics is a complete introduction to Microsoft's newest operating system Windows 10 and all its exciting new features.
Mathematical Reasoning: The History and Impact of the DReaM Group
by Greg MichaelsonThis collection of essays examines the key achievements and likely developments in the area of automated reasoning. In keeping with the group ethos, Automated Reasoning is interpreted liberally, spanning underpinning theory, tools for reasoning, argumentation, explanation, computational creativity, and pedagogy. Wider applications including secure and trustworthy software, and health care and emergency management. The book starts with a technically oriented history of the Edinburgh Automated Reasoning Group, written by Alan Bundy, which is followed by chapters from leading researchers associated with the group. Mathematical Reasoning: The History and Impact of the DReaM Group will attract considerable interest from researchers and practitioners of Automated Reasoning, including postgraduates. It should also be of interest to those researching the history of AI.
Learn Odoo: A beginner's guide to designing, configuring, and customizing business applications with Odoo
by Greg MossModernize and upgrade your enterprise ERP environment by learning to work with the stable and essential components of Odoo 12 from scratch Key Features Learn the fundamentals of Odoo, a comprehensive enterprise management platform, without writing a single line of code Create business operation strategies and analytics by using Odoo Build customized ERP and CRM solutions for your business Book Description Odoo is management software that contains a set of open source enterprise management applications that help you modernize your business. Completely revised and updated, this comprehensive Odoo guide is a fourth edition of Working with Odoo. This book begins with an introduction to Odoo and helps you set up Odoo Online in your system. You'll learn how to start a new company database in Odoo and the basics of Odoo sales management. You will explore customer relationship management in Odoo and its importance in a modern business environment. Moving on, you'll learn how to install the purchasing application, set up suppliers, and begin purchasing and receiving products in Odoo. Next, you'll learn how to use the MRP module to create, process, and schedule the manufacturing and production order. Once you get to grips with the basic applications, you'll uncover how to customize Odoo to meet the specific needs of your business. You'll learn some advanced techniques for searching and finding information, and you'll be taken through business intelligence in Odoo. Towards the end of the book, you'll go in-depth into Odoo's architecture and learn to use Odoo's API to integrate with other applications. By the end of the book, you'll be ready to use Odoo to build enterprise applications and set up the functional requirements for your business. What you will learn Configure and customize a customer relationship management system Set up purchasing and receiving system functionality in your Odoo environment Understand manufacturing operations and processes with real-world examples Explore Odoo's financial accounting and reporting features Use Odoo's featured project management application to sort tasks Get to grips with the basics of Odoo administration and manage multi-company operations Who this book is for This book is for any IT professionals, business managers, and operation managers who are looking to gain a functional understanding of Odoo or trying to implement Odoo in their organization to improve their business processes. No prior experience of Odoo is required.
Working with Odoo
by Greg MossLearn how to use Odoo, a resourceful, open source business application platform designed to transform and modernize your business About This Book * Configure, manage, and customize Odoo to fit the needs of your business * Learn about the new Odoo 8 website builder and e-commerce features that are seamlessly integrated with Odoo's business applications * Perform step-by-step configurations of the most important Odoo applications using real-world examples Who This Book Is For This book is perfect for people who have never used Odoo and for those who would like to learn about more advanced features such as creating your own custom modules. In order to get the most out of this book, you should be comfortable with downloading and installing software and understand basic business concepts such as sales, purchasing, inventory management, and basic accounting. What You Will Learn * Configure a functioning customer relationship management system * Set up a purchasing and receiving system for your company that allows you to track inventory, costs, and profit * Implement manufacturing operations and processes using real-world examples that you can put to use in your own company * Discover the capabilities of Odoo's financial accounting and reporting features * Integrate powerful human resource applications that simplify the collection and management of employee information * Utilize Odoo's full featured project management application to organize tasks and track time and costs associated with billable projects * Customize Odoo without writing a line a code In Detail Odoo continues to gain momentum throughout the world in regards to providing the best platform for open source ERP installations. Now with Odoo 8, you have access to a powerful website builder, integrated e-commerce features, and a fast-growing community to help transform and modernize your business. With this practical guide, you will cover the essential modules to get Odoo up and running for your company. After installing Odoo, you will use its sales management application to enter quotes, create sales orders, and invoice customers. You will then learn how to integrate the CRM application to manage your leads and convert them into lucrative opportunities and sales. Next, you will set up your own purchase management system, assigning products to suppliers and tracking orders with the new warehouse management and routing system. Finally, you will learn how to use analytics to track project expenses and keep your accounts simple and easy to maintain and build an Odoo module to extend its functionality and make it work for you. Working with Odoo covers all the core installation and usage functionalities of this popular tool, helping you to fully implement a working ERP system through practical, advanced, real-world examples. Style and approach This book is a practical guide that uses real-world examples to teach you how to implement Odoo into your business.
Working with Odoo 10 - Second Edition
by Greg MossConfigure, manage, and customize Odoo to build professional-level business applications About This Book • Build an Odoo module and integrate it with other platforms through this practical guide • This book is the perfect companion to help you customize your Odoo installations for your enterprise requirements • Use project management along with analytics for better reporting Who This Book Is For This book is for those who have not used Odoo before, allowing you to learn advanced-level features with Odoo such as creating your own custom modules. You do not need any knowledge of Odoo. What You Will Learn • Configure a functioning customer relationship management system • Set up a purchasing and receiving system • Implement manufacturing operations and processes using real-world examples • Discover the capabilities of Odoo's financial accounting and reporting features • Integrate powerful human resource applications • Utilize Odoo's project management application to organize tasks • Customize Odoo without writing a line a code In Detail Odoo is a comprehensive set of open-source enterprise management applications. Now with Odoo 10, you have access to a powerful website builder, integrated e-commerce features, and a fast-growing community to help transform and modernize your business. You will start with how to set up Odoo online and on your own server. You'll then configure the basic company settings required to quickly getting your first Odoo system up and running. Later you'll explore Customer Relationship Management in Odoo and and their importance in today's modern business environment. Next we will deep dive into purchasing application with Odoo and learn some of the primary functionalities of ERP systems for manufacturing operations. You will then use analytic accounting to provide better reporting. Finally you will walk through the recent Odoo 10 features with respect to the community and enterprise edition giving you complete understanding of what Odoo can do for you no matter the reason! Style and approach This fast-paced, step-by-step guide will show you everything you need to know about the Odoo module ecosystem through practical and real-world examples.
Working with Odoo 11: Configure, manage, and customize your Odoo system, 3rd Edition
by Greg MossTransform and modernize your businesses and upgrade your enterprise management skills with Odoo 11, the most comprehensive management softwareKey FeaturesUse project management along with analytics for better reportingBuild an Odoo module and integrate it with other platforms with this practical guideExplore new design and mobile updates from the Odoo enterpriseBook DescriptionOdoo is an all-in-one management software that offers an array of business applications, forming a complete suite of enterprise management applications. Odoo 11 comes with advances on usability, speed, and design.Working with Odoo 11 starts with how to set up Odoo, both online and on your own server. You’ll then configure the basic company settings required to quickly get your first Odoo system up and running. Later, you’ll explore customer relationship management in Odoo and its importance in a modern business environment. You'll then dive into purchasing applications with Odoo, learn some of the primary functionalities of ERP systems for manufacturing operations, and use analytic accounting to provide better reporting. After that, you'll learn how to work with Odoo for mobile, and finally, you will walk through the recent Odoo 11 features with respect to the community and enterprise edition, giving you a complete understanding of what Odoo can do for your business.What you will learnConfigure a functioning customer relationship management systemSet up a purchasing and receiving systemImplement manufacturing operations and processes using real-world examplesDiscover the capabilities of Odoo's financial accounting and reporting featuresIntegrate powerful human resource applicationsUtilize Odoo's project management application to organize tasksCustomize Odoo without writing a line of codeWho this book is forThis book is for beginners, and will help you learn advanced-level features with Odoo such as creating your own custom modules. You do not need any prior knowledge of Odoo.
Working with OpenERP
by Greg MossThis book is a practical, hands-on guide that provides the reader with a number of real-world examples and step-by-step instructions."Working with OpenERP" is written to make it easy for even a non-technical business person to begin implementing OpenERP in their business. This book uses real-world examples and is perfect for people who have never implemented an ERP system before or used OpenERP, or for those who would like to learn more advanced features, such as creating your own custom modules.
Essentials of Visual Interpretation
by Greg Niedt Rachel R ReynoldsEssentials of Visual Interpretation explains how to talk and write critically about visual media and to examine how evolving visual environments, media, and technologies affect human selfunderstanding and culture formation.Lively and accessibly written chapters provide a solid foundation in the tools and ideas of visual meaning, familiarizing readers with a growing, cross-cultural subfield, and preparing them to pursue thoughtful work in a variety of related disciplines. The authors include rich examples and illustrations—ranging from cave paintings to memes, from optical science to visual analytics, from ancient pictographs to smart phones—that engage students with the fascinating complexity of visual interpretation. Each chapter introduces students to key terms and concepts relevant to visual analysis, with ideas for short individual or group exercises to enhance understanding.The book is ideal as a primer in visual analysis and visual communication for students in courses within communication studies, cultural studies, digital humanities, semiotics, media studies, and visual anthropology.Online support materials include multimedia activities for students and links to additional resources for students and instructors.
Android Design Patterns
by Greg NudelmanMaster the challenges of Android user interface development with these sample patternsWith Android 4, Google brings the full power of its Android OS to both smartphone and tablet computing. Designing effective user interfaces that work on multiple Android devices is extremely challenging. This book provides more than 75 patterns that you can use to create versatile user interfaces for both smartphones and tablets, saving countless hours of development time. Patterns cover the most common and yet difficult types of user interactions, and each is supported with richly illustrated, step-by-step instructions.Includes sample patterns for welcome and home screens, searches, sorting and filtering, data entry, navigation, images and thumbnails, interacting with the environment and networks, and more Features tablet-specific patterns and patterns for avoiding results you don't want Illustrated, step-by-step instructions describe what the pattern is, how it works, when and why to use it, and related patterns and anti-patterns A companion website offers additional content and a forum for interactionAndroid Design Patterns: Interaction Design Solutions for Developers provides extremely useful tools for developers who want to take advantage of the booming Android app development market.
Designing Search
by Greg Nudelman Pabini Gabriel-PetitBest practices, practical advice, and design ideas for successful ecommerce searchA glaring gap has existed in the market for a resource that offers a comprehensive, actionable design patterns and design strategies for ecommerce search--but no longer. With this invaluable book, user experience designer and user researcher Greg Nudelman shares his years of experience working on popular ecommerce sites as he tackles even the most difficult ecommerce search design problems. Nudelman helps you create highly effective and intuitive ecommerce search design solutions and he takes a unique forward-thinking look at trends such as integrating searching with browsing to create a single-finding user interface.Offers much-needed insight on how to create ecommerce search experiences that truly benefit online shoppersJuxtaposes examples of common design pitfalls against examples of highly effective ecommerce search design solutionsPresents comprehensive guidance on ecommerce search design strategies for the Web, mobile phone applications, and new tablet devicesShares the author's years of unique experience working with ecommerce from the perspective of the user's experienceDesigning ecommerce Search is mandatory reading if you are interested in orchestrating successful ecommerce search strategies.
UX for AI: A Framework for Designing AI-Driven Products
by Greg NudelmanLearn to research, plan, design, and test the UX of AI-powered products Unlock the future of design with UX for AI—your indispensable guide to not only surviving but thriving in a world powered by artificial intelligence. Whether you're a seasoned UX designer or a budding design student, this book offers a lifeline for navigating the new normal, ensuring you stay relevant, valuable, and indispensable to your organization. In UX for AI: A Framework for Designing AI-Driven Products, Greg Nudelman—a seasoned UX designer and AI strategist—delivers a battle-tested framework that helps you keep your edge, thrive in your design job, and seize the opportunities AI brings to the table. Drawing on insights from 35 real-world AI projects and acknowledging the hard truth that 85% of AI initiatives fail, this book equips you with the practical skills you need to reverse those odds. You'll gain powerful tools to research, plan, design, and test user experiences that seamlessly integrate human-AI interactions. From practical design techniques to proven user research methods, this is the essential guide for anyone determined to create AI products that not only succeed but set new standards of value and impact. Inside the book: Hands-on exercises: Build your confidence and skills with practice UX design tasks like Digital Twin and Value Matrix, which you can immediately apply to your own AI projects. Common AI patterns and best practices: Explore design strategies for LLMs (Large Language Models), search engines, copilots, and more. Proven user research strategies: Learn how to uncover user needs and behaviors in this brave new world of AI-powered design. Real-world case studies: See how simple, practical UX approaches have prevented multimillion-dollar failures and unlocked unprecedented value. Perfect for any UX designer working with AI-enabled and AI-driven products, UX for AI is also a must-read resource for designers-in-training and design students with an interest in artificial intelligence and contemporary design.
Welcome to Windows 7
by Greg P. Marshall IIA complete introduction to Microsoft's operating system, Windows 7.
The Best Democracy Money Can Buy
by Greg PalastA disturbing book about manipulation by the rich of the have-nots.
Mastering Technical Art in Unreal Engine: Materials and VFX
by Greg Penninck Stuart ButlerThis book covers how to build materials and VFX that bring your projects to life in Unreal Engine. Each chapter will provide you with the necessary underpinning theory as well as activities to test your learning inside of Unreal Engine.You'll learn about Material Graphs, Parameters, Instances, Materials Maths, Nodes, Niagara Emitters and much more as you complete project-based examples. Included in the book is a series of introductory demonstration videos and quizzes to help test your learning, giving you all the tools and knowledge to make cutting-edge game materials and VFX.This book will be of great interest to all students learning to create technical art within Unreal Engine, as well as professionals looking to sharpen their skills.
Mastering Technical Art in Unreal Engine: World Building
by Stuart Butler Greg PenninckThis covers how to use the latest development tools to create your own Virtual World powered by Unreal Engine. Each chapter will provide you with the necessary underpinning theory as well as activities to test your learning inside of Unreal Engine.You'll learn about Landscapes, Sculpting, Materials, Foliage, Water, Partitions and much more as you complete project-based examples. Included in the book is a series of follow-along introductory videos and quizzes to help test your learning, giving you all the tools and knowledge to make detailed believable worlds in the Unreal Engine.This book will be of great interest to all students learning to create technical art within Unreal Engine, as well as professionals looking to sharpen their skills.
Forecasting Time Series Data with Facebook Prophet: Build, improve, and optimize time series forecasting models using the advanced forecasting tool
by Greg RaffertyCreate and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance with concrete statisticsBook DescriptionProphet enables Python and R developers to build scalable time series forecasts. This book will help you to implement Prophet's cutting-edge forecasting techniques to model future data with higher accuracy and with very few lines of code. You will begin by exploring the evolution of time series forecasting, from the basic early models to the advanced models of the present day. The book will demonstrate how to install and set up Prophet on your machine and build your first model with only a few lines of code. You'll then cover advanced features such as visualizing your forecasts, adding holidays, seasonality, and trend changepoints, handling outliers, and more, along with understanding why and how to modify each of the default parameters. Later chapters will show you how to optimize more complicated models with hyperparameter tuning and by adding additional regressors to the model. Finally, you'll learn how to run diagnostics to evaluate the performance of your models and see some useful features when running Prophet in production environments. By the end of this Prophet book, you will be able to take a raw time series dataset and build advanced and accurate forecast models with concise, understandable, and repeatable code.What you will learnGain an understanding of time series forecasting, including its history, development, and usesUnderstand how to install Prophet and its dependenciesBuild practical forecasting models from real datasets using PythonUnderstand the Fourier series and learn how it models seasonalityDecide when to use additive and when to use multiplicative seasonalityDiscover how to identify and deal with outliers in time series dataRun diagnostics to evaluate and compare the performance of your modelsWho this book is forThis book is for data scientists, data analysts, machine learning engineers, software engineers, project managers, and business managers who want to build time series forecasts in Python. Working knowledge of Python and a basic understanding of forecasting principles and practices will be useful to apply the concepts covered in this book more easily.
Forecasting Time Series Data with Prophet: Build, improve, and optimize time series forecasting models using Meta's advanced forecasting tool, 2nd Edition
by Greg RaffertyCreate and improve fully automated forecasts for time series data with strong seasonal effects, holidays, and additional regressors using PythonPurchase of the print or Kindle book includes a free PDF eBookKey FeaturesExplore Prophet, the open source forecasting tool developed at Meta, to improve your forecastsCreate a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance and report this performance with concrete statisticsBook DescriptionProphet empowers Python and R developers to build scalable time series forecasts. This book will help you to implement Prophet's cutting-edge forecasting techniques to model future data with high accuracy using only a few lines of code.You'll begin by exploring the evolution of time series forecasting, from basic early models to present-day advanced models. After the initial installation and setup, you'll take a deep dive into the mathematics and theory behind Prophet. You'll then cover advanced features such as visualizing your forecasts, adding holidays and trend changepoints, and handling outliers. You'll use the Fourier series to model seasonality, learn how to choose between an additive and multiplicative model, and understand when to modify each model parameter. This updated edition has a new section on modeling shocks such as COVID. Later on in the book you'll see how to optimize more complicated models with hyperparameter tuning and by adding additional regressors to the model. Finally, you'll learn how to run diagnostics to evaluate the performance of your models and discover useful features when running Prophet in production environments.By the end of this book, you'll be able to take a raw time series dataset and build advanced and accurate forecasting models with concise, understandable, and repeatable code.What you will learnUnderstand the mathematics behind Prophet's modelsBuild practical forecasting models from real datasets using PythonUnderstand the different modes of growth that time series often exhibitDiscover how to identify and deal with outliers in time series dataFind out how to control uncertainty intervals to provide percent confidence in your forecastsProductionalize your Prophet models to scale your work faster and more efficientlyWho this book is forThis book is for business managers, data scientists, data analysts, machine learning engineers, and software engineers who want to build time-series forecasts in Python or R. To get the most out of this book, you should have a basic understanding of time series data and be able to differentiate it from other types of data. Basic knowledge of forecasting techniques is a plus.