Tabla de Contenidos: “…Introduction to ML -- Linear regression explained -- Deep learning -- Neural networks - the foundation of deep learning -- Programming a neural network -- Scripting the neural network -- Training a neural network -- Activating the warning -- Adding the environmental scanner -- Backward propagation explained -- Gradient descent explained -- Defining the network architecture -- The network view of the world -- Exercises -- TensorFlow -- Summary -- Chapter 9: Blending Light for Architectural Design -- Setting up the project -- Building the scene -- Modifying the base scene -- The environment and placing content -- Building the UI -- Scripting the buttons -- Interacting with the virtual -- Building the object outliner -- Positioning the chair -- Lighting and shadows -- Turning the shadows on -- Exercises -- Summary -- Chapter 10: Mixing in Mixed Reality -- Mixed reality and HoloKit -- Setting up HoloKit -- How does it work? …”

“…You will use Xamarin to target Apple’s augmented reality framework, ARKit, to develop augmented reality apps in the language you prefer—C#. Begin your journey with a foundational introduction to augmented reality, ARKit, Xamarin, and .NET. …”

“…Using Keras as an open-source deep learning library, you'll find hands-on projects throughout that show you how to create more effective AI with the latest techniques. The journey begins with an overview of MLPs, CNNs, and RNNs, which are the building blocks for the more advanced techniques in the book. …”

“…The book then takes you through a preconfigured series of virtual machines in Azure targeted at AI development scenarios. …”

“…Mastering Flask Web Development will take you on a complete tour of the Flask environment and teach you how to build a production-ready application. You'll begin by learning about the installation of Flask and basic concepts such as MVC and accessing a database using an ORM. …”

“…By the end of this DevOps book, you will have gained a clear understanding of the connection between culture, people, and processes within DevOps, and learned why all three are critically important.What you will learn* Understand the importance of culture in DevOps* Build, foster, and develop a successful DevOps culture* Discover how to implement a successful DevOps framework* Measure and define the success of DevOps transformation* Get to grips with techniques for continuous feedback and iterate process changes* Discover the tooling used in different stages of the DevOps life cycleWho this book is forThis book is for IT professionals such as support engineers and systems engineers and developers looking to learn DevOps and for those going through DevOps transformation. …”

“…Using Gonum, Gorgonia, and STL, you will explore time series analysis along with decomposition and clean up your personal Twitter timeline by clustering tweets. …”

“…This book takes you through the design of RESTful web services and leverages the ASP.NET Core framework to implement these services. This book begins by introducing you to the basics of the philosophy behind REST. …”

“…Modern Cryptography for Cybersecurity Professionals helps you to gain a better understanding of the cryptographic elements necessary to secure your data.The book begins by helping you to understand why we need to secure data and how encryption can provide protection, whether it be in motion or at rest. …”

“…With this book, you'll learn how to quickly triage, identify, attribute, and remediate threats using proven analysis techniques.Malware Analysis Techniques begins with an overview of the nature of malware, the current threat landscape, and its impact on businesses. …”

“…You'll divide up a system and define boundaries so that teams can work autonomously and accelerate the pace of innovation. …”

“…This recipe-based guide provides solutions to problems you might face while building serverless applications. You'll begin by setting up Amazon Web Services (AWS), the primary cloud provider used for most recipes. …”

“…It'll also add to your understanding of the services AWS Lambda provides to developers. To refine your skills further, it demonstrates how to design, write, test, monitor, and troubleshoot Lambda functions. …”

“…Advanced JavaScript is a hands-on guide that takes you through JavaScript and its many features, one step at a time. You'll begin by learning how to use the new JavaScript syntax in ES6, and then work through the many other features that modern JavaScript has to offer. …”

“…About This Book Learn reactive programming by implementing a reactive application with Spring WebFlux Create a robust and scalable messaging application with Spring messaging support Get up-to-date with the defining characteristics of Spring Boot 2.0 in Spring Framework 5 Learn about developer tools, AMQP messaging, WebSockets, security, MongoDB data access, REST, and more This collection of effective recipes serves as guidelines for Spring Boot application development Who This Book Is For Java developers wanting to build production-grade applications using the newest popular Spring tools for a rich end-to-end application development experience. …”

“…This second edition covers a range of libraries from the Python ecosystem, including TensorFlow and Keras, to help you implement real-world machine learning projects. The book begins by giving you an overview of machine learning with Python. …”

“…Soon, you will have embarked on your journey along the command line. You will now begin writing actual scripts instead of commands, and will be introduced to practical applications for scripts. …”

“…After metaprogramming, the final chapters will discuss dates and time, time series analysis, visualization, and forecasting. We'll close with package development, documenting, testing and benchmarking. …”

“…Learn Type-Driven Development covers how to use these type systems to check the logical consistency of your code. This book begins with the basic idea behind type-driven development. …”

“…With the help of Mastering Go, youll become an expert Go programmer by building Go systems and implementing advanced Go techniques in your projects.What you will learn* Use Go in production* Write reliable, high-performance concurrent code* Manipulate data structures including slices, arrays, maps, and pointers* Develop reusable packages with reflection and interfaces* Become familiar with generics for effective Go programming* Create concurrent RESTful servers, and build gRPC clients and servers* Define Go structures for working with JSON dataWho this book is forYoull need to know the basics of Go before you get started with this book, but beyond that, anyone can sink their teeth into it. …”