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TensorFlow Reinforcement Learning Quick Start Guide
￥45.77
Leverage the power of Tensorflow to Create powerful software agents that can self-learn to perform real-world tasks Key Features * Explore efficient Reinforcement Learning algorithms and code them using TensorFlow and Python * Train Reinforcement Learning agents for problems, ranging from computer games to autonomous driving. * Formulate and devise selective algorithms and techniques in your applications in no time. Book Description Advances in reinforcement learning algorithms have made it possible to use them for optimal control in several different industrial applications. With this book, you will apply Reinforcement Learning to a range of problems, from computer games to autonomous driving. The book starts by introducing you to essential Reinforcement Learning concepts such as agents, environments, rewards, and advantage functions. You will also master the distinctions between on-policy and off-policy algorithms, as well as model-free and model-based algorithms. You will also learn about several Reinforcement Learning algorithms, such as SARSA, Deep Q-Networks (DQN), Deep Deterministic Policy Gradients (DDPG), Asynchronous Advantage Actor-Critic (A3C), Trust Region Policy Optimization (TRPO), and Proximal Policy Optimization (PPO). The book will also show you how to code these algorithms in TensorFlow and Python and apply them to solve computer games from OpenAI Gym. Finally, you will also learn how to train a car to drive autonomously in the Torcs racing car simulator. By the end of the book, you will be able to design, build, train, and evaluate feed-forward neural networks and convolutional neural networks. You will also have mastered coding state-of-the-art algorithms and also training agents for various control problems. What you will learn * Understand the theory and concepts behind modern Reinforcement Learning algorithms * Code state-of-the-art Reinforcement Learning algorithms with discrete or continuous actions * Develop Reinforcement Learning algorithms and apply them to training agents to play computer games * Explore DQN, DDQN, and Dueling architectures to play Atari's Breakout using TensorFlow * Use A3C to play CartPole and LunarLander * Train an agent to drive a car autonomously in a simulator Who this book is for Data scientists and AI developers who wish to quickly get started with training effective reinforcement learning models in TensorFlow will find this book very useful. Prior knowledge of machine learning and deep learning concepts (as well as exposure to Python programming) will be useful.
Programming Arduino with LabVIEW
￥45.77
If you already have some experience with LabVIEW and want to apply your skills to control physical objects and make measurements using the Arduino sensor, this book is for you. Prior knowledge of Arduino and LabVIEW is essential to fully understand the projects detailed in this book.
Drush for Developers - Second Edition
￥45.77
This book is a best fit for backend developers with a basic knowledge of Drupal's APIs and some experience using the command line. Perhaps you already worked on one or two Drupal projects, but have never dived deep into Drush's toolset. In any case, this book will give you a lot of advice by covering real-world challenges in Drupal projects that can be solved using Drush.
Getting Started with Ghost
￥45.77
If you are new to Ghost, this book is ideal for you. You might be completely new to content management systems or you might have experience with others such as WordPress. Some knowledge of web design basics such as HTML and CSS will be useful, but the book is designed so you can enter at the point relevant to you.
Wireshark Essentials
￥45.77
This book is aimed at IT professionals who want to develop or enhance their packet analysis skills. Basic familiarity with common network and application services terms and technologies is assumed; however, expertise in advanced networking topics or protocols is not required. Readers in any IT field can develop the analysis skills specifically needed to complement and support their respective areas of responsibility and interest.
Instant BrainShark
￥45.77
Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. "Instant BrainShark" is a step-by-step guide to creating online presentations using BrainShark. The book covers digital marketing best practices alongside tips for sales conversions. The book is written in an easy-to-read style for anybody to easily pick up and get started with BrainShark.Instant BrainShark is for anyone who wants to use BrainShark to create presentations online and share them around the community. The book is also useful for developers who are looking to explore BrainShark as a possible way to market their existing presentations or podcasts.
Learning iOS Security
￥45.77
This book is intended for mobile security professionals who want to learn how to secure iOS operating systems and its applications. Any knowledge of iOS architecture would be an added advantage.
phpBB: A User Guide
￥45.77
This book takes a practical, hands-on approach to phpBB. Packed with sections stepping you through tasks, this book is the ideal guide to learning phpBB. This book is ideal if you are just starting with online communities and want a powerful and free tool. No experience of web programming is required.
Getting Started with Flurry Analytics
￥45.77
An easy-to-follow, step-by-step tutorial full of examples and code to help you quickly get started with Flurry analytics.This book is great for developers who want to track their applications instantly using Flurry analytics and who are looking to get a good grounding in how to use Flurry for analytics in their application. It’s assumed that you will have some experience with Objective-C and a basic understanding of object-oriented programming and programming in general. You must be enrolled as an iPhone developer in order to test the example projects on your device.
Instant JRebel
￥45.77
Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. This book is an easy-to-follow guide full of hands-on examples of real-world Java development tasks. Each topic is explained and placed in context, and for the more inquisitive readers, there are more-in-depth details of the concepts used.If you have experience in Java desktop or web application development based on Servlets and you want to update your code instantly without recompiling and redeploying the code, this book is for you.
Instant Premium Drupal Themes
￥45.77
Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. A step-by-step guide filled with recipes that will show you how to create your very own Drupal themes using HTML.This book is great for developers who are new to Drupal. It is assumed that you have some experience in HTML, PHP, and CSS. You’ll need a PHP (LAMP/WAMP) environment to install Drupal. It is also assumed that you know how to install Drupal. Some familiarity with CMS will be useful but is not essential.
Creating templates with Artisteer
￥45.77
"Creating stunning Templates with Artisteer" is a practical, step-by-step guide which will show you how to create professional-looking websites on your own. This book is great for enthusiasts, Artisteer users, and individuals who want to create professional-looking websites without paying for professional services and expensive tools. The book also shows you how to speed up your work and automate time-consuming tasks.
Building Single-page Web Apps with Meteor
￥45.77
If you are a web developer with basic knowledge of JavaScript and want to take on Web 2.0, build real-time applications, or simply want to write a complete application using only JavaScript and HTML/CSS, this is the book for you. This book is based on Meteor 1.0.
Nmap Essentials
￥45.77
This book is for beginners who wish to start using Nmap, who have experience as a system administrator or of network engineering, and who wish to get started with Nmap.
Learning Raspbian
￥45.77
This book is intended for developers who have worked with the Raspberry Pi and who want to learn how to make the most of the Raspbian operating system and their Raspberry Pi. Whether you are a beginner to the Raspberry Pi or a seasoned expert, this book will make you familiar with the Raspbian operating system and teach you how to get your Raspberry Pi up and running.
Mockito for Spring
￥45.77
If you are an application developer with some experience in software testing and want to learn more about testing frameworks, then this technology and book is for you. Mockito for Spring will be perfect as your next step towards becoming a competent software tester with Spring and Mockito.
Raspberry Pi for Secret Agents - Second Edition
￥45.77
This book is an easy-to-follow guide with practical examples in each chapter. Suitable for the novice and expert alike, each topic provides a fast and easy way to get started with exciting applications and also guides you through setting up the Raspberry Pi as a secret agent toolbox.
Instant Traffic Analysis with Tshark How-to
￥45.77
Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. This How-to guide will explore TShark. As this is the terminal version, it will show the user all commands and syntax as well as all options for Tshark and its common uses through small recipes. This book is intended for network administrators and security officers who have to deal daily with a variety of network problems and security incidents. It will also be a good learning aid for Cisco students wishing to implement and understand the many theoretical concepts related to traffic data and communications in greater depth.
Instant Magento Performance Optimization How-to
￥45.77
Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Get the job done and learn as you go. A how-To book with practical recipes accompanied with rich screenshots for easy comprehension.This a Packt Instant How-to, and provides a quick and easy way to improve your Magento performance with step-by-step instructions for important tasks.This book is written for Magento administrators who are familiar with the backend console but new to anything beyond this, and wish to optimize their store for increasing performance.
Instant GSON
￥45.77
Get to grips with a new technology, understand what it is and what it can do for you, and then get to work with the most important features and tasks. Instant GSON is a practical, hands-on guide that will explain the implementation features of the GSON API through examples with code.Instant GSON is for software developers who are new to the GSON library, and who are looking to explore it in depth. You should have some experience in Java programming and Java POJO classes.
Instant EdgeSight for XenApp
￥45.77
Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Instant EdgeSight for XenApp is a practical, hands-on guide that contains instruction-based examples from basic to advanced level topics. Instant EdgeSight for XenApp will serve as an excellent source of information for Citrix XenApp professionals and novices alike. It is assumed that readers have experience working with Citrix products and have some sort of familiarity with monitoring.
