Tabla de Contenidos: “…Supervised learning -- Unsupervised learning -- Reinforcement learning -- Chapter 10 Employing Machine Learning in AI -- Taking Many Different Roads to Learning -- Discovering five main approaches to AI learning -- Delving into the three most promising AI learning approaches -- Awaiting the next breakthrough -- Exploring the Truth in Probabilities -- Determining what probabilities can do -- Considering prior knowledge -- Envisioning the world as a graph -- Growing Trees that Can Classify -- Predicting outcomes by splitting data -- Making decisions based on trees -- Pruning overgrown trees -- Chapter 11 Improving AI with Deep Learning -- Shaping Neural Networks Similar to the Human Brain -- Introducing the neuron -- Starting with the miraculous perceptron -- Mimicking the Learning Brain -- Considering simple neural networks -- Figuring out the secret is in the weights -- Understanding the role of backpropagation -- Introducing Deep Learning -- Explaining the differences between deep learning and other forms of neural networks -- Finding even smarter solutions -- Detecting Edges and Shapes from Images -- Starting with character recognition -- Explaining how convolutions work -- Advancing using image challenges -- Learning to Imitate Art and Life -- Memorizing sequences that matter -- Discovering the magic of AI conversations -- Going for the state of the pretrained art -- Making one AI compete against another AI -- Pondering reinforcement learning -- Part 4 Working with AI in Hardware Applications -- Chapter 12 Developing Robots -- Defining Robot Roles -- Overcoming the sci-fi view of robots -- Being humanoid can be hard -- Working with robots -- Assembling a Basic Robot -- Considering the components -- Sensing the world -- Controlling a robot -- Chapter 13 Flying with Drones -- Acknowledging the State of the Art -- Flying unmanned to missions…”

“…Who This Book Is For This book is targeted at WordPress developers and designers who want to develop quality web applications within a limited time frame and maximize their profits. A prior knowledge of basic web development and design is assumed. …”

“…Master the capabilities of PostgreSQL 9.6 to efficiently manage and maintain your database About This Book Your one-stop guide to mastering the advanced concepts in PostgreSQL with ease Master query optimization, replication, and high availability with PostgreSQL Extend the functionalities of PostgreSQL to suit your organizational needs with minimum effort Who This Book Is For If you are a PostgreSQL data architect or an administrator who wants to understand how to implement advanced functionalities and master complex administrative tasks with PostgreSQL, then this book is perfect for you. Prior experience of administrating a PostgreSQL database and a working knowledge of SQL is required to make the best use of this book. …”

“…About This Book Develop skills to run Puppet 4.10 on single or multiple servers without hiccups Use Puppet to spin up and manage cloud resources such as Amazon EC2 instances Take full advantage of the powerful new features of Puppet 4.10, including loops, data types, structured facts, R10K module management, control repos, and EPP templates Who This Book Is For Puppet Beginner's Guide, Second Edition is designed for those who are new to Puppet, including system administrators and developers who are looking to manage computer server systems for configuration management. No prior programming or system administration experience is assumed. …”

“…Run Ansible playbooks to launch complex multi-tier applications hosted in public clouds About This Book Build your learning curve using Ansible Automate cloud, network, and security infrastructures with ease Gain hands-on exposure on Ansible Who This Book Is For Learn Ansible is perfect for system administrators and developers who want to take their current workflows and transform them into repeatable playbooks using Ansible. No prior knowledge of Ansible is required. What You Will Learn Write your own playbooks to configure servers running CentOS, Ubuntu, and Windows Identify repeatable tasks and write playbooks to automate them Define a highly available public cloud infrastructure in code, making it easy to distribute your infrastructure configuration Deploy and configure Ansible Tower and Ansible AWX Learn to use community contributed roles Use Ansible in your day-to-day role and projects In Detail Ansible has grown from a small, open source orchestration tool to a full-blown orchestration and configuration management tool owned by Red Hat. …”

“…Create, design, and build interactive dashboards using Shiny A highly practical guide to help you get to grips with the basics of data visualization techniques, and how you can implement them using R Who This Book Is For If you are looking to create custom data visualization solutions using the R programming language and are stuck somewhere in the process, this book will come to your rescue. Prior exposure to packages such as ggplot2 would be useful but not necessary. …”

“…It is assumed that you have prior knowledge of SQL querying. A basic programming knowledge with Scala, Java, R, or Python is all you need to get started with this book. …”

“…Over 80 recipes to help you improve vSphere 6.5's performance and solve problems before they arise About This Book The practical recipes provide cost-effective and high performance for any application running in a virtual machine Contains best practices and troubleshooting techniques to resolve vSphere 6.5 performance issues Get a comprehensive coverage of performance issues and solutions including vCenter Server design and virtual machine and application tuning Who This Book Is For If you are a system administrator and are planning to deploy vSphere 6.5 in your organization and want to maximize its performance, then this book is for you. Prior knowledge of the vSphere 6.5 concepts is essential. …”

“…Those looking to build solid database or data warehousing applications with PostgreSQL 10 will also find this book a useful resource. No prior knowledge of database programming or administration is required to get started with this book. …”

“…Who This Book Is For This book targets IoT developers, IoT enthusiasts, pentesters, and security professionals who are interested in learning about IoT security. Prior knowledge of basic pentesting would be beneficial. …”

“…A project-based, practical guide to get hands-on into Vue.js 2.5 development by building beautiful, functional and performant web applications About This Book Build exciting real world web projects from scratch and become proefficient with Vue.js Web Development Take your app to the next level with animation, routing, state management, server-side rendering and i18n Learn professional web programming techniques to supercharge your Vue.js projects Who This Book Is For If you are a web developer who now wants to create rich and interactive professional applications using Vue.js, then this book is for you. Prior knowledge of JavaScript is assumed. Familiarity with HTML, Node.js, and tools such as npm and webpack will be helpful but not necessary. …”

“…101 hands-on recipes that teach you how to build professional, structured web apps with Vue.js About This Book Understand and use Vue’s reactivity system, data binding, and computed properties Create fluid transitions in your application with Vue’s built-in transition system Use Vuex and Webpack to build medium-to-large scale SPAs and enhance your development workflow Who This Book Is For This book is for developers who want to learn about Vue.js through practical examples to quickly and efficiently build modern, interactive web applications. Prior experience and familiarity with JavaScript, HTML, and CSS are recommended as the recipes build upon that knowledge. …”

Tabla de Contenidos: “…Intro -- Preface -- Organization -- Invited Talks -- How to Solve Math Problems Without Talent -- Bridging Formal Mathematics and Software Verification -- The Art of SMT Solving -- Contents - Part I -- Contents - Part II -- Contents - Part III -- Decision Procedures -- Split Gröbner Bases for Satisfiability Modulo Finite Fields -- 1 Introduction -- 1.1 Related Work -- 2 Background -- 3 Motivating Example -- 3.1 Verifying the Determinism of Num2Bits -- 3.2 The Challenge of Bit-Splitting -- 3.3 Cooperative Reasoning: A Path Forward -- 4 Approach -- 4.1 Split Gröbner bases -- 4.2 Abstract Procedure: Split -- 4.3 Concrete Procedure: BitSplit -- 5 Experiments -- 5.1 Benchmarks -- 5.2 Comparison to Prior Solvers -- 5.3 Comparison to Variants -- 6 Application -- 6.1 Background on Verifiable Field-Blasting -- 6.2 A New Strategy for Verifying Operator Rules -- 7 Conclusion -- A Additional Background -- B Computing Bitsum Usage in Real World Projects -- C Proof of Theorem 1 -- D Proof of Theorems 2 and 3 -- E Proof of Lemma 1 -- F The Seq Benchmark Family -- G Proof of Theorem 4 -- References -- Arithmetic Solving in Z3 -- 1 Introduction -- 2 Design Goals and Implementation Choices -- 3 Linear Real Arithmetic -- 3.1 Linear Solving -- 3.2 Finding Equal Variables - Cheaply -- 3.3 Bounds Propagation -- 4 Integer Linear Arithmetic -- 4.1 Patching -- 4.2 Cubes -- 4.3 GCD Consistency -- 4.4 Branching -- 4.5 Cuts -- 5 Non-linear Arithmetic -- 5.1 Patch Monomials -- 5.2 Bounds Propagation -- 5.3 Adding Bounds -- 5.4 Gröbner reduction -- 5.5 Incremental Linearization -- 5.6 NLSat -- 6 Shared Equalities -- 7 Evaluation -- 8 Summary and Discussion -- References -- Algebraic Reasoning Meets Automata in Solving Linear Integer Arithmetic -- 1 Introduction -- 2 Preliminaries -- 3 Classical Automata-Based Decision Procedure for LIA…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- About the Author -- About the Contributors -- About the Technical Editor -- Contents at a Glance -- Contents -- Foreword -- Acknowledgments -- Introduction -- Chapter 1: Getting Started with Oracle Database 12c -- Downloading and Staging Oracle Database 12c -- Preparing to Install Oracle Database 12c -- Review the Install Guides and Read-Me Files -- Make Sure Your OS Platform Has All Required Updates Installed -- Make Sure Your Platform Meets the Minimum Requirements -- Create the Required OS Groups and Users -- Configure the Kernel Parameters -- Check Whether Any Patches Are Required Prior to the Install -- Finish the Pre-Install Steps -- Installing and Deinstalling Oracle Database 12c -- Prepare to Start the OUI -- Install Oracle Database 12c Using the OUI -- Deinstall Oracle Database 12c with the OUI -- The Death of Database Control and Birth of Database Express -- Database Express Prerequisites -- Accessing Database Express -- Navigating Database Express -- End of Line -- Chapter 2: Upgrading and Migrating to Oracle Database 12c -- Introductory Comments -- The Difference Between Upgrading and Migrating a Database -- Upgrading Is Complex-Tread Carefully -- Why Upgrade? …”

Tabla de Contenidos: “…Improving Product and Process One Bite at a Time -- Sprint review - inspecting and adapting the product -- Product owner acceptance -- Prior to the sprint review -- During the sprint review -- Set the context -- Give a visual -- Keep your stories straight -- Keep everyone focused -- Does a Scrum team demo incomplete work? …”

“…This is a practical and light-hearted guide to get to grips with creating your first games, with easy-to-follow, step-by-step tutorials using the award winning Unity engine.If you've ever wanted to enter the world of independent game development but have no prior knowledge of programming or game development, then this is the book for you. …”

“…About This Book Enhance Azure Functions with continuous deployment using Visual Studio Team Services Learn to deploy and manage cost-effective and highly available serverless applications using Azure Functions This recipe-based guide will teach you to build a robust serverless environment Who This Book Is For If you are a Cloud administrator, architect, or developer who wants to build scalable systems and deploy serverless applications with Azure functions, then this book is for you. Prior knowledge and hands-on experience with core services of Microsoft Azure is required. …”

“…About This Book Develop skills to run Puppet 5 on single or multiple servers without hiccups Use Puppet to create and manage cloud resources such as Amazon EC2 instances Take full advantage of powerful new features of Puppet including loops, data types, Hiera integration, and container management Who This Book Is For Puppet 5 Beginner’s Guide, Third Edition is designed for those who are new to Puppet, including system administrators and developers who are looking to manage computer server systems for configuration management. No prior programming or system administration experience is assumed. …”

“…Who This Book Is For If you want to have a brief understanding of the nature of data and perform advanced statistical analysis using both R and Python, then this book is what you need. No prior knowledge is required. Aspiring data scientist, R users trying to learn Python and vice versa What You Will Learn Learn the nature of data through software with preliminary concepts right away in R Read data from various sources and export the R output to other software Perform effective data visualization with the nature of variables and rich alternative options Do exploratory data analysis for useful first sight understanding building up to the right attitude towards effective inference Learn statistical inference through simulation combining the classical inference and modern computational power Delve deep into regression models such as linear and logistic for continuous and discrete regressands for forming the fundamentals of modern statistics Introduce yourself to CART ? …”

Tabla de Contenidos: “…Having peers review your code -- Chapter 10 Automating Tests Prior to Release -- Testing Isn't Optional -- Automating Your Testing -- Testing in Different Environments -- Local environment -- Development environment -- Testing environment -- Staging environment -- Production environment -- Going beyond the Unit Test -- Unit tests: It's alive! …”