Entity Set Up

(Black & White version) Fundamentals of Business was created for Virginia Tech's MGT 1104 Foundations of Business through a collaboration between the Pamplin College of Business and Virginia Tech Libraries. This book is freely available at: http://hdl.handle.net/10919/70961 It is licensed with a Creative Commons-NonCommercial ShareAlike 3.0 license.

Presents instructions on using MySQL, covering such topics as installation, querying, user management, security, and backups and recovery.

Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python libraries Key FeaturesLearn and implement feature engineering best practicesReinforce your learning with the help of multiple hands-on recipesBuild end-to-end feature engineering pipelines that are performant and reproducibleBook Description Feature engineering, the process of transforming variables and creating features, albeit time-consuming, ensures that your machine learning models perform seamlessly. This second edition of Python Feature Engineering Cookbook will take the struggle out of feature engineering by showing you how to use open source Python libraries to accelerate the process via a plethora of practical, hands-on recipes. This updated edition begins by addressing fundamental data challenges such as missing data and categorical values, before moving on to strategies for dealing with skewed distributions and outliers. The concluding chapters show you how to develop new features from various types of data, including text, time series, and relational databases. With the help of numerous open source Python libraries, you'll learn how to implement each feature engineering method in a performant, reproducible, and elegant manner. By the end of this Python book, you will have the tools and expertise needed to confidently build end-to-end and reproducible feature engineering pipelines that can be deployed into production. What you will learnImpute missing data using various univariate and multivariate methodsEncode categorical variables with one-hot, ordinal, and count encodingHandle highly cardinal categorical variablesTransform, discretize, and scale your variablesCreate variables from date and time with pandas and Feature-engineCombine variables into new featuresExtract features from text as well as from transactional data with FeaturetoolsCreate features from time series data with tsfreshWho this book is for This book is for machine learning and data science students and professionals, as well as software engineers working on machine learning model deployment, who want to learn more about how to transform their data and create new features to train machine learning models in a better way.

Create a real 2D game from start to finish with ImpactJS, the JavaScript game framework that works with the HTML5's Canvas element. Making video games is hard work that requires technical skills, a lot of planning, and—most critically—a commitment to completing the project. With this hands-on guide, you’ll learn how to use Impact with other technologies step-by-step. You’ll pick up important tips about game design, and discover how to publish Impact games to the Web, desktop, and mobile—including a method to package your game as a native iOS app. Packed with screen shots and sample code, this book is ideal for game developers of all levels. Set up your development environment and discover Impact’s advantages Build a complete game with core logic, collision detection, and player and monster behavior Learn why a game design document is critical before you start building Display and animate game artwork with sprite sheets Add sound effects, background music, and text Create screens to display stats and in-game status Prepare to publish by baking your game files into a single file

If you use Entity Framework in Visual Studio 2008 and .NET 3.5, this is the book you want. Programming Entity Framework, 1st Edition offers experienced developers a thorough introduction to Microsoft's core framework for modeling and interacting with data in .NET applications. This hands-on tour provides a deep understanding of Entity Framework's architecture and APIs, and explains how to use the framework in a variety of applications built with Visual Studio 2008 and .NET 3.5. From the Entity Data Model (EDM) and Object Services to EntityClient and the Metadata Workspace, this highly acclaimed first edition covers it all. Understand the core concepts you need to make the best use of the Entity Framework (EF) in your applications Learn to query your data, using either LINQ to Entities or Entity SQL Create Windows Forms, WPF, and ASP.NET applications Build ASMX web services and WCF services Use Object Services to work directly with your entity objects Delve into model customization, relationship management, change tracking, data concurrency, and more One important note: while many of the lessons from this book will continue to be valuable as you move to .NET 4, the thoroughly revised second edition of Programming Entity Framework (August 2010) specifically targets Visual Studio 2010 and .NET 4 -- where there have been many advancements and additions to the framework.

If you're on the internet, you're already global. Now, get access to an innovative data-driven model for profitably expanding the international presence you already have. Companies looking to expand used to think about entering international markets, but today you're global from the moment you create a website. Nataly Kelly, Chief Growth Officer at Rebrandly (a global tech company with customers in more than 100 countries) and former VP International Ops and Strategy at HubSpot, says now the goal should be market intensification—building on the presence you already have. Kelly's MARACA model enables companies to distill the mass amounts of data available to determine if, how, and where they should expand by looking at three key areas of measurement: MA: market availability-the size of the market opportunity within a given country RA: real-time analytics-data indicating how your company is currently performing in that market CA : customer addressability-the measure of your company's ability to address the market, no matter its size The book is based on Kelly's experiences with building a global business both at HubSpot and as a consultant, but also contains numerous examples from successful global companies of various sizes, such as Airbnb, Canva, Dashlane, GoStudent, Facebook, LinkedIn, Lottie Dolls, Netflix, Revolut, Teamwork, and Zoom. Including information on building a globally minded corporate culture, this is a complete strategic guide to discovering international growth opportunities.

The world of M&A has always been complex and nuanced. Corporations encounter their toughest business problems during a divestiture or a merger. At the same time, optimal execution of divestitures can also create high value for the seller as well as the buyer. This book is a collection of leading practices on Divestitures and covers end to end transaction life cycle from readiness through execution including post deal transformation. It contains the synthesis of experiences across a wide array of clients across industries, ranging from $500 million to $100 billion in revenue. Each chapter in this book can stand on its own as an authority on leading practices related to the topic it presents, and together, these chapters provide a comprehensive set of perspectives needed to successfully complete a divestiture. The highlight of the book is valuable real-life examples and references that a business can benefit from, when it is considering, analyzing or implementing a divestiture.