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Neural Networks in Unity
Learn the core concepts of neural networks and discover the different types of neural network, using Unity as your platform. In this book you will start by exploring back propagation and unsupervised neural networks with Unity and C#. You’ll then move onto activation functions, such as sigmoid functions, step functions, and so on. The author also explains all the variations of neural networks such as feed forward, recurrent, and radial. Once you’ve gained the basics, you’ll start programming Unity with C#. In this section the author discusses constructing neural networks for unsupervised learning, representing a neural network in terms of data structures in C#, and replicating a neural network in Unity as a simulation. Finally, you’ll define back propagation with Unity C#, before compiling your project. What You'll Learn Discover the concepts behind neural networks Work with Unity and C# See the difference between fully connected and convolutional neural networks Master neural network processing for Windows 10 UWP Who This Book Is For Gaming professionals, machine learning and deep learning enthusiasts.
Reinforcement Learning
Master reinforcement learning, a popular area of machine learning, starting with the basics: discover how agents and the environment evolve and then gain a clear picture of how they are inter-related. You’ll then work with theories related to reinforcement learning and see the concepts that build up the reinforcement learning process. Reinforcement Learning discusses algorithm implementations important for reinforcement learning, including Markov’s Decision process and Semi Markov Decision process. The next section shows you how to get started with Open AI before looking at Open AI Gym. You’ll then learn about Swarm Intelligence with Python in terms of reinforcement learning. The last ...
Leap Motion for Developers
Develop apps and games using the Leap Motion sensor. This book starts with a brief introduction to Leap Motion, then covers getting the Leap Motion working and setting up a Leap Motion development environment. Leap Motion for Developers also covers the life cycle of how you interact with Leap Motion and the workflow of making a complete app. You’ll see how to use different programming languages for simple and steady development. The next part of the book walks through the basics of Leap Motion with Python and Java. We will then work on using Leap Motion with Unity, where we will build an app using Unity and then add different functionality to it. In the last part we cover Unreal 4, Processing, and JavaScript for Leap Motion. What You Will Learn Look at the basics of Leap Motion Develop apps for the Leap Motion sensor See how different languages work with Leap Motion Discover the future of Leap Motion Who This Book Is For Students, developers, game developers, and tech enthusiasts.
Exploring Medical Biotechnology- in vivo, in vitro, in silico
This book on medical biotechnology offers a wide array of topics and cutting-edge research in the field featuring contributions from multiple authors, each specializing in their respective areas, making it highly valuable to science students and enthusiasts. The book provides comprehensive coverage on a diverse range of topics including sequence analysis, network pharmacology, drug discovery, CRISPR-Cas technology, precision medicine, neuroimaging biomarkers, therapeutics for neurodegenerative diseases, molecular pathogenesis of various diseases, plant-derived antioxidants, genetic approaches for disease diagnosis, cancer progression, immunotherapy, cancer biomarker identification, RNA Inter...
Beginning Platino Game Engine
Learn how to build a game using Platino Studio. Follow step-by-step basics to create an app, and then add different functionalities and game logic. With Beginning Platino Game Engine you will be able to develop UWP apps using the Processing JS language. You also will be introduced to Temboo and extending the processing language to IoT. What You'll Learn: Develop using the Platino game engine Build UWP apps using the Processing JS language Extend the processing language to IoT with Temboo Who Is this Book for: Indie game developers, app developers interested in games, and students new to the Platino game engine and perhaps new to game development.
Lifestyle Diseases in Adolescents: Addressing Physical, Emotional, and Behavioral Issues
Lifestyle diseases and related conditions present a major healthcare challenge for children, posing a significant threat to their well-being. The Editors have compiled chapters to present a multicentric approach to the subject. This book is an insightful reference on lifestyle diseases and its management in adolescents. It includes twelve topics with a focus on physical, emotional and behavioral aspects of lifestyle diseases. Starting with an introduction to lifestyle issues that can manifest into disease states, the book progresses to advanced topics, including emotional and cognitive developments, effects of mass media ranging from emotional and cognitive health, nutrition requirements and...
Lifestyle Diseases in Adolescents: Diseases, Disorders, and Preventive Measures
Lifestyle diseases and related conditions present a major healthcare challenge for children, posing a significant threat to their well-being. The Editors have compiled chapters to present a multicentric approach to the subject. This book is an insightful reference on lifestyle diseases and its management in adolescents. It includes ten chapters with a focus on systemic disorders that are linked to lifestyle issues. Topics in this volume include gut microbiome and gastrointestinal disorders, neurological disorders, dental diseases, respiratory diseases and allergies associated with pesticides, cancer, hypertension, cardiovascular disorders, diabetes, polycystic ovarian syndrome, and common in...
Intelligent Techniques and Applications in Science and Technology
This book provides innovative ideas on achieving sustainable development and using green technologies to conserve our ecosystem. Innovation is the successful exploitation of a new idea. Through innovation, we can achieve MORE while using LESS. Innovations in science & technology will not only help mankind as a whole, but also contribute to the economic growth of individual countries. It is essential that the global problem of environmental degradation be addressed immediately, and thus, we need to rethink the concept of sustainable development. Indeed, new environmentally friendly technologies are fundamental to attaining sustainable development. The book shares a wealth of innovative green ...
IoT Machine Learning Applications in Telecom, Energy, and Agriculture
Apply machine learning using the Internet of Things (IoT) in the agriculture, telecom, and energy domains with case studies. This book begins by covering how to set up the software and hardware components including the various sensors to implement the case studies in Python. The case study section starts with an examination of call drop with IoT in the telecoms industry, followed by a case study on energy audit and predictive maintenance for an industrial machine, and finally covers techniques to predict cash crop failure in agribusiness. The last section covers pitfalls to avoid while implementing machine learning and IoT in these domains. After reading this book, you will know how IoT and ...
Intel Edison Projects
Build powerful Robots and IoT solutions using Intel Edison About This Book Learn to build advanced level robots with Intel Edison and Arduino Efficiently build and program home automation and IoT projects with Intel Edison Master the skills of creating enticing projects with Intel Edison. Who This Book Is For If you are a hobbyist, robot engineer, IoT enthusiast, programmer, or developer who wants to create autonomous projects with Intel Edison, then this book is for you. Prior programming knowledge would be beneficial. What You Will Learn Program your device using the Arduino processor language, Python, and Node.js Interface different sensors with the Intel Edison Build a home automation sy...
