Laurence Moroney

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AI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating models and running them on popular mobile platforms such as iOS and Android. Laurence Moroney, lead AI advocate at Google, offers an introduction to machine learning techniques and tools, then walks you through writing Android and iOS apps powered by common ML models like computer vision and text recognition, using tools such as ML Kit, TensorFlow Lite, and Core ML. If you're a mobile developer, this book will help you take advantage of the ML revolution today. Explore the options for implementing ML and AI on mobile devices--and when to use each Create ML models for iOS and Android Write ML Kit and TensorFlow Lite apps for iOS and Android and Core ML/Create ML apps for iOS Understand how to choose the best techniques and tools for your use case: on-device inference versus cloud-based inference, high-level APIs versus low-level APIs, and more Learn privacy and ethics best practices for ML on devices

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics. You'll understand how to implement the most common scenarios in machine learning, such as computer vision, natural language processing (NLP), and sequence modeling for web, mobile, cloud, and embedded runtimes. Most books on machine learning begin with a daunting amount of advanced math. This guide is built on practical lessons that let you work directly with the code. You'll learn: How to build models with TensorFlow using skills that employers desire The basics of machine learning by working with code samples How to implement computer vision, including feature detection in images How to use NLP to tokenize and sequence words and sentences Methods for embedding models in Android and iOS How to serve models over the web and in the cloud with TensorFlow Serving

Plan how to build a better app, grow it into a business, and earn money from your hard work using Firebase. In this book, Laurence Moroney, Staff Developer Advocate at Google, takes you through each of the 15 Firebase technologies, showing you how to use them with concrete examples. You’ll see how to build cross-platform apps with the three pillars of the Firebase platform: technologies to help you develop apps with a real-time database, remote configuration, cloud messaging, and more; grow your apps with user sharing, search integration, analytics, and more; and earn from your apps with in-app advertising. After reading The Definitive Guide to Firebase, you'll come away empowered to make the most of this technology that helps you build better cross-platform mobile apps using either native Android or JavaScript-based web apps and effectively deploy them in a cloud environment. What You'll LearnUse the real-time database fora codeless middleware that gives online and offline data for syncing across your users’ devicesMaster Firebase Cloud Messaging, a technology that delivers to connected devices in less than 500msGrow your app organically with technologies such App Indexing, App Invites, and Dynamic LinksUnderstand problems when they arise with crash reporting Fix user problems without direct access to users’ devicesTie it all together with analytics that give you great intelligence about how users interact with your appWho This Book Is For Experienced Android, mobile app developers new to Firebase. This book is also for experienced web developers looking to build and deploy web apps for smartphones and tablets, too, who may be new or less experienced with mobile programming.

This update of an Apress bestseller walks you through creating your first app, with plain English and practical examples using the latest iOS 7 software development platform and more. It cuts through the fog of jargon and misinformation that surrounds iPhone and iPad app development, and gives you simple, step-by-step instructions to get you started. Teaches iPhone and iPad apps development in language anyone can understand Provides simple, step-by-step examples that make learning easy, using iOS 7 Offers bonus videos from the author that enable you to follow along—it’s like your own private classroomThe iPhone is the hottest gadget of our generation, and much of its success has been fueled by the App Store, Apple’s online marketplace for iPhone apps. Over 1 billion apps were downloaded during the nine months following the launch of the App Store, ranging from the simplest games to the most complex business apps. Everyone has an idea for the next best-selling iPhone app—that’s why you’re reading this now! And with the popularity of the iPad, this demand will just continue to grow.

Beginning Web Development, Silverlight, and ASP. NET AJAX: From Novice to Professional aims to give you the skills you need to start building web applications with Microsoft's next–generation technology as quickly as possible. Whether you're interested in ASP. NET AJAX, Silverlight, or the technologies that support them (WPF, WCF, WF, etc.), this book is the starting point that you need. It adopts a “zero to hero” approach that concentrates on achieving practical results you can use in real projects rather than presenting a deep academic treatment that can't be immediately applied. The aim is to give you, the reader, the knowledge you need to achieve the results you want with the minimum of fuss. When you've read this book, you'll have a solid understand of all the techniques that are available, when to use them, and their relative strengths and weaknesses.

Since the emergence of Google Maps, Ajax programming techniques have become one of the hottest topics in the programming arena. To date, the frameworks available for creating these applications have been complex and have separated the development of the client–side Ajax (on the user's machine) from the server–side supporting technology (on the company's machines). This separation has made development slow and difficult. ASP. NET AJAX is Microsoft's solution to this problem. ASP. NET AJAX (formerly code–named Atlas) is a set of extensions to the existing ASP. NET 2.0 technology that provides you with a fast-and-simple environment to create Ajax applications. Microsoft has combined Ajax with ASP. NET technology and provided a unified set of development tools within Visual Studio 2005. For the first time, Ajax applications can be developed seamlessly in conjunction with a supporting technology. Foundations of ASP. NET AJAX (written by Laurence Moroney, the author of Apress' successful Foundations of Atlas) gives you a detailed grounding in how ASP. NET AJAX works. It takes you swiftly through the basic principles of Ajax, then deep into the heart of the technology, where every namespace is discussed and every function considered. By the end of the book, you'll know all the essentials to confidently produce cutting-edge ASP. NET AJAX applications swiftly and professionally. You will not need any reference beyond this book.

Get the hands-on guide to current and next-generation Web-development tools. You get an end-to-end view, in three parts: where Web development has been, where it stands today, and where it is moving in the near future. With a 360-degree approach, developers can be more prepared to begin to develop services using next-generation tools. In Part I, the author presents a practical overview of Microsoft® ASP. NET for those new to the technology. Part II integrates AJAX (Asynchronous JavaScript and XML), the exciting new development technology that greatly simplifies the delivery of Web services. Part III looks to the near-term future: code name “Windows® Presentation Foundation/Everywhere” (WPF/e), the tool that delivers—finally—a service or application that can be written once and then consumed on any browser, any platform, any screen, and any device. This guide is practical and grounded in what can be done today, but with key insights into the future of Web development. Includes code samples in Microsoft Visual® C#®. Key Book Benefits:Provides a first look at code name “WPF/e”Includes code samples in C#

Windows Presentation Foundation is a cutting-edge presentation framework for creating high-fidelity applications for Windows Vista and Windows XP. WPF is a composite technology with a noteworthy graphics engine that gives you more control over your applications screen output than has ever been possible in Windows before. New control frameworks and a new XML-based markup language, XAML, complete the core WPF package. On top of this, WPF can be linked to the new Microsoft Expression Suite to simplify the creation of your user interfaces, and it can be linked to . NET 2.0 to handle complex business logic. Foundations of WPF: An Introduction to Windows Presentation Foundation teaches you everything you need to get started with the technology, and is broken into three parts. The first introduces and contextualizes the WPF technology; the second part dives deeper into the facets of the technology that are of immediate and valuable use in developing applications; the last part offers you the real-world perspective you need to be productive in the community and customer base. In summary, this book: Explains how WPF interoperates with myriad new ancillary and support technologies being released by Microsoft (XAML, WCF, WinFX, and the Expression Design Suite) Gets you up and running, building applications for the new Windows “Vista” as quickly as possible Separates design and implementation to make life easier from a business and development perspective

Pro ASP . NET in VB . NET is the core title in the new Apress ASP. NET book strategy. An all-in-one reference for seasoned ASP. NET developers, it is the successor to Professional ASP. NET which has been reprinted. Updated and written new in places, this will be the seasoned latecomer to the Microsoft web development market. Ur innehållet: ASP. NET Fast Track Tutorial and Architecture Review.- Basic Web Form Controls.- Web Form Validation Controls.- Rich Web Form Controls.- Controlling Forms Programmatically.- Creating Custom Controls with User Controls.- Creating Custom Server Controls.- ADO. NET Basic Best Practices.- ADO. Net Data Objects.- Binding Data To Web Form Controls.- Advanced ADO. NET.- Introducing System. XML - Core Principles.- System. XML 2 and Web Services.- 'Real World' Application Design Guidelines.- Migrating Apps Across ASP and ASP. NET Flavors.- The ASP. NET Environment: Configuration and Extensibility Tools.

Any company using . NET will eventually (if they haven’t already) be exposing part of their functionality as a . NET Web Service, and how to secure these features will become job number one. Web Services security in the . NET Platform will be the comprehensive treatment on how to secure Web Services on the . NET platform and is completely up-to-date for the latest version of Visual Studio . NET. This book specifically focuses on Web Services security, not general . NET security. Ur innehållet: The Security Process on the Win32 Platform.- IIS, The ASP. NET Worker Process and ISAPI.- . NET Framework Security.- Security Policy Administration.- Administration Tools.- Authentication in ASP. NET.- Web Services and Security.- The Microsoft Federated Security and Identity Roadmap.