“…Get to grips with the essentials of deep learning by leveraging the power of Python About This Book Your one-stop solution to get started with the essentials of deep learning and neural network modeling Train different kinds of neural networks to tackle various problems in Natural Language Processing, computer vision, speech recognition, and more Covers popular Python libraries such as Tensorflow, Keras, and more, along with tips on training, deploying and optimizing your deep learning models in the best possible manner Who This Book Is For Aspiring data scientists and machine learning experts who have limited or no exposure to deep learning will find this book to be very useful. …”

“…Leveraging these tools via Unity's API or built-in features allows limitless possibilities when it comes to creating your game's worlds and characters. …”

“…What You Will Learn The core concepts of TDD Testing in action with a real-world case study in C# and JavaScript using React Writing proper Unit Tests and testable code for your application Using different types of test double such as stubs, spies, and mocks Growing an application guided by tests Exploring new developments on a green-field application Mitigating the problems associated with writing tests for legacy applications Modifying a legacy application to make it testable In Detail Test-Driven Development (TDD) is a methodology that helps you to write as little as code as possible to satisfy software requirements, and ensures that what you've written does what it's supposed to do. …”

“…About This Book Master the different tasks associated with Computer Vision and develop your own Computer Vision applications with ease Leverage the power of Python, Tensorflow, Keras, and OpenCV to perform image processing, object detection, feature detection and more With real-world datasets and fully functional code, this book is your one-stop guide to understanding Computer Vision Who This Book Is For This book is for machine learning practitioners and deep learning enthusiasts who want to understand and implement various tasks associated with Computer Vision and image processing in the most practical manner possible. Some programming experience would be beneficial while knowing Python would be an added bonus. …”

“…This book aims at teaching you how to get up and running with TypeScript development in the most practical way possible. Taking you through two exciting projects built from scratch, you will learn the basics of TypeScript, before progressing to functions, generics, promises, and callbacks. …”

“…By the end of this book, you'll have picked up best practices and more rounded knowledge of the different architectural perspectives.What you will learnGain overarching architectural knowledge of the Microsoft Azure cloud platformExplore the possibilities of building a full Azure solution by considering different architectural perspectivesImplement best practices for architecting and deploying Azure infrastructureReview different patterns for building a distributed application with ecosystem frameworks and solutionsGet to grips with cloud-native concepts using containerized workloadsWork with AKS (Azure Kubernetes Service) and use it with service mesh technologies to design a microservices hosting platformWho this book is forThis book is for aspiring Azure Architects or anyone who specializes in security, infrastructure, data, and application architecture. …”

“…What You Will Learn Understand how all deployment systems fit together to form a larger system Set up and familiarize yourself with all the tools you need to be efficient with DevOps Design an application suitable for continuous deployment systems with DevOps in mind Store and manage your code effectively using Git, Gerrit, Gitlab, and more Configure a job to build a sample CRUD application Test your code using automated regression testing with Jenkins Selenium Deploy your code using tools such as Puppet, Ansible, Palletops, Chef, and Vagrant In Detail DevOps is a practical field that focuses on delivering business value as efficiently as possible. DevOps encompasses all code workflows from testing environments to production environments. …”

“…You’ll discover how to analyze your hardware and locate its possible system vulnerabilities before going on to explore firmware dumping, analysis, and exploitation. …”

“…By the end of this book, you will be well versed in almost every possible way to make your IoT projects stand out. What you will learn Install and set up a Raspberry Pi for IoT development Learn how to use a servo motor as an analog needle meter to read data Build a home security dashboard using an infrared motion detector Communicate with a web service that sends you a message when the doorbell rings Receive data and display it with an actuator connected to the Raspberry Pi Build an IoT robot car that is controlled through the internet Who this book is for Internet of Things Programming Projects is for Python developers and programmers who are interested in building their own IoT applications and IoT-based projects. …”

“…This cookbook helps you to adjust the built-in Django administration to fit your needs and sharpen security and performance to make your web applications as robust, scalable, and dependable as possible. You'll also explore integration with Django CMS, the popular content management suite. …”

“…In some cases, Mermaid makes refactoring support for name changes possible while also enabling team collaboration for review distribution and updates. …”

“…The authors argue that a free economic and social order can only be stabilized if the wealth aspirations of individuals are met under conditions of price stability. This is not possible without substantial net public debt. A new way of thinking about the economy as a whole is required. …”

“…The significance and importance of this work is related to significant and unexplored possibilities that BMI offers today, and can offer tomorrow. …”

“…This highlights the urgent need to improve the ability to diagnose people with diabetes, many of whom are unaware they have diabetes, and provide appropriate and timely care for all people with diabetes as early as possible…”

“…Les propositions les plus importantes concernent la création d’un conseil constitutionnel distinct, le renforcement du contrôle civil exercé sur les forces de défense, et l’attribution des compétences d’un médiateur au Chancelier législatif. Il est en outre possible que des amendements soient nécessaires du fait de l’adhésion de l’Estonie à l’Union européenne ; ces amendements ont trait à un principe de base de la Constitution, le principe de souveraineté…”

“…Si les pertes estimées sont supérieures ou égales à 20%, les voies de transformation, ainsi que la nature, les concentrations, les taux de formation et de dégradation de principaux produits de transformation sont identifiés. De plus, il est possible de déterminer le rendement quantique en fonction du type d'eau, des saisons et de la latitude. …”

“…Les ratios de prélèvements obligatoires calculés sur la base de données globales — appellés également « taux implicites d’imposition » — retiennent de plus en plus l’attention des responsables et des analystes parce qu’ils offrent l’une des solutions possibles pour mesurer les taux effectifs moyens d’imposition du travail, du capital, des ménages, des entreprises et de la consommation. …”

“…This course also covers new ways of writing PHP code made possible only in version 7. The second module of the course is designed to im..…”

“…Getting Started with RethinkDB is designed to get you working with RethinkDB as quickly as possible. Starting with the installation and configuration process, you will learn how to start importing data into the database and run simple queries using the intuitive ReQL query language. …”

“…What You Will Learn Use the Unity Profiler to find bottlenecks anywhere in our application, and discover how to resolve them Implement best-practices for C# scripting to avoid common pitfalls Develop a solid understanding of the rendering pipeline, and maximize its performance through reducing draw calls and avoiding fill rate bottlenecks Enhance shaders in a way that is accessible to most developers, optimizing them through subtle yet effective performance tweaks Keep our scenes as dynamic as possible by making the most of the Physics engine Organize, filter, and compress our art assets to maximize performance while maintaining high quality Pull back the veil on the Mono Framework and the C# Language to implement low-level enhancements that maximize memory usage and avoid garbage collection Get to know the best practices for project organization to save time through an improved workflow In Detail Competition within the gaming industry has become significantly fiercer in recent years with the adoption of game development frameworks such as Unity3D. …”