Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- Acknowledgement -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Getting Started with Shell Scripting -- Getting started -- Using a good text editor -- Demonstrating the use of scripts -- Chapter 1 - Script 1 -- Chapter 1 - Script 2 -- Chapter 1 - Script 3 -- Chapter 1 - Script 4 -- Chapter 1 - Script 5 -- Chapter 1 - Script 6 -- Summary -- Chapter 2: Working with Variables -- Using variables in scripts -- Chapter 2 - Script 1 -- Validating parameters using conditional statements -- Chapter 2 - Script 2 -- Comparison operators for strings -- Chapter 2 - Script 3 -- Chapter 2 - Script 4 -- Chapter 2 - Script 5 -- Environment variables -- Chapter 2 - Script 6 -- Chapter 2 - Script 7 -- Summary -- Chapter 3: Using Loops and the sleep Command -- Using loops -- Chapter 3 - Script 1 -- Chapter 3 - Script 2 -- Chapter 3 - Script 3 -- Screen manipulation -- Chapter 3 - Script 4 -- Chapter 3 - Script 5 -- Indenting your code -- Chapter 3 - Script 6 -- Using the for statement -- Chapter 3 - Script 7 -- Chapter 3 - Script 8 -- Leaving a loop early -- Chapter 3 - Script 9 -- The sleep command -- Chapter 3 - Script 10 -- Chapter 3 - Script 11 -- Watching a process -- Chapter 3 - Script 12 -- Creating numbered backup files -- Chapter 3 - Script 13 -- Summary -- Chapter 4: Creating and Calling Subroutines -- Clearing the screen -- Chapter 4 - Script 1 -- File redirection -- Command piping -- Chapter 4 - Script 2 -- Chapter 4 - Script 3 -- Subroutines -- Chapter 4 - Script 4 -- Using parameters -- Chapter 4 - Script 5 -- Chapter 4 - Script 6 -- Making a current backup of your work -- Chapter 4 - Script 7 -- Summary -- Chapter 5: Creating Interactive Scripts -- Chapter 5 - Script 1 -- Chapter 5 - Script 2 -- Chapter 5 - Script 3.…”

“…Learning how to effectively use this technology can enhance your productivity while simplifying your most common tasks, allowing you more time to focus on your project. …”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Author; About the Reviewer; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Setup Routine for an Enterprise Spring Application; Introduction; Installing Eclipse for JEE Developers and Java SE 8; Configuring Eclipse for Java 8, Maven 3, and Tomcat 8; Defining the project structure with Maven; Installing Spring, Spring MVC, and a web structure; Chapter 2: Designing a Microservice Architecture with Spring MVC; Introduction; Configuring a controller with simple URL mapping; Configuring a fallback controller using ViewResolver…”

Tabla de Contenidos: “…How to compute accuracy in R -- Sensitivity -- How to compute sensitivity in R -- Specificity -- How to compute specificity in R -- How to choose the right performance statistics -- A final general warning - training versus test datasets -- Further references -- Summary -- Chapter 9: Don't Give up - Power up Your Regression Including Multiple Variables -- Moving from simple to multiple linear regression -- Notation -- Assumptions -- Variables' collinearity -- Tolerance -- Variance inflation factors -- Addressing collinearity -- Dimensionality reduction -- Stepwise regression -- Backward stepwise regression -- From the full model to the n-1 model -- Forward stepwise regression -- Double direction stepwise regression -- Principal component regression -- Fitting a multiple linear model with R -- Model fitting -- Variable assumptions validation -- Residual assumptions validation -- Dimensionality reduction -- Principal component regression -- Stepwise regression -- Linear model cheat sheet -- Further references -- Summary -- Chapter 10: A Different Outlook to Problems with Classification Models -- What is classification and why do we need it? …”

“…What You Will Learn Use Ansible playbooks, roles, modules, and templating to build generic, testable playbooks Manage Linux and Windows hosts remotely in a repeatable and predictable manner See how to perform security patch management, and security hardening with scheduling and automation Set up AWS Lambda for a serverless automated defense Run continuous security scans against your hosts and automatically fix and harden the gaps Extend Ansible to write your custom modules and use them as part of your already existing security automation programs Perform automation security audit checks for applications using Ansible Manage secrets in Ansible using Ansible Vault In Detail Security automation is one of the most interesting skills to have nowadays. …”

“…In Content Inc ., he breaks down the business-startup process into six steps, making it simple for you to visualize, launch, and monetize your own business. These steps are: • The “Sweet Spot”: Identify the intersection of your unique competency and your personal passion • Content Tilting: Determine how you can “tilt” your sweet spot to find a place where little or no competition exists • Building the Base: Establish your number-one channel for disseminating content (blog, podcast, YouTube, etc.) • Harvesting Audience: Use social-media and SEO to convert one-time visitors into long-term subscribers • Diversification: Grow your business by expanding into multiple delivery channels • Monetization: No..…”

“…Hands-On Data Science and Python Machine Learning gives you the tools that you need to understand and explore the core topics in the field, and the confidence and practice to build and analyze your own machine learning models. With the help of interesting and easy-to-follow practical examples, Frank Kane explains potentially complex topics such as Bayesian methods and K-means clustering in a way that anybody can understand them. …”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Authors; About the Reviewer; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Getting Started with Elasticsearch Cluster; Chapter 2: Indexing Your Data; Chapter 3: Searching Your Data; Chapter 4: Extending Your Querying Knowledge; Chapter 5: Extending Your Index Structure; Chapter 6: Make Your Search Better; Chapter 7: Aggregations for Data Analysis; Chapter 8: Beyond Full-text Searching; Chapter 9: Elasticsearch Cluster in Detail; Chapter 10: Administrating Your Cluster; Chapter 11: Scaling by Example; Index; Full text searching…”

“…Moving on, you'll discover how to write your own daemons so you can create your services and take advantage of inter-process communication to let your scripts talk to each other. …”

“…Downloading the example code for this book. You can download the example code files for all Packt boo..…”

“…Build a robust, high-performance telephony system with FreeSWITCH About This Book Learn how to install and configure a complete telephony system of your own, from scratch, using FreeSWITCH 1.6 Get in-depth discussions of important concepts such as dialplan, user directory, NAT handling, and the powerful FreeSWITCH event socket Discover expert tips from the FreeSWITCH experts, including the creator of FreeSWITCH—Anthony Minessale Who This Book Is For This book is for beginner-level IT professionals and enthusiasts who are interested in quickly getting a powerful telephony system up and running using FreeSWITCH. …”

“…This also goes for those who want to explore some modern JavaScript features, techniques, and architectures in order to develop cutting-edge web applications. What You Will Learn Get a run through of the basic language constructs, Functions, and Closures of JavaScript Code using the powerful object-oriented feature in JavaScript Master DOM manipulation, cross-browser strategies, and ES6 Harness the power of patterns for tasks ranging from application building to code testing Identify the best use cases for microservices Gain expertise in responsive and dynamic website design Enable real-time communications between client-client and client-server/server-client Write complete applications using functional reactive programming In Detail JavaScript is a high-level, dynamic, untyped, lightweight, and interpreted programming language. …”

“…What You Will Learn Plan the installation and upgrade of your JIRA instance to the newest version Configure issue type schemes, create customized workflows, modify permission schemes, and change notification schemes Implement JIRA Service Desk to manage your support tickets Customize JIRA for test management, helpdesk, and requirement management Deploy JIRA for Agile tracking using the Scrum and Kanban techniques Develop JIRA add-ons to extend JIRA's functionality Migrate data from external systems using CSV import Generate reports directly from the JIRA database and use custom JavaScript and CSS Integrate your JIRA application with third-party tools such as Confluence, SVN, and Git In Detail Atlassian JIRA 7 is an enterprise issue tracker system. …”

“…The book presents you with information applicable to the CCNA that can’t be found in any other CCNA text, including an overview and primer of MPLS, real-world examples, and real-world information on how to more effectively work with the Cisco TAC and diagnose software defects. …”

“…Create real-time hybrid applications with the leader of HTML5 frameworks: Ionic Framework About This Book Step into the world of amazingly interactive and real-time app development using Ionic 2 Leverage the powerful Angular 2 along with Ionic to develop cutting edge apps Detailed code examples and explanations will help you get up and running with Ionic quickly and easily Who This Book Is For This book is for JavaScript developers with basic skills. …”

Tabla de Contenidos: “…Implementation in TensorFlow -- Deep belief networks -- Summary -- Chapter 5: Image Recognition -- Similarities between artificial and biological models -- Intuition and justification -- Convolutional layers -- Stride and padding in convolutional layers -- Pooling layers -- Dropout -- Convolutional layers in deep learning -- Convolutional layers in Theano -- A convolutional layer example with Keras to recognize digits -- A convolutional layer example with Keras for cifar10 -- Pre-training -- Summary -- Chapter 6: Recurrent Neural Networks and Language Models -- Recurrent neural networks -- RNN - how to implement and train -- Backpropagation through time -- Vanishing and exploding gradients -- Long short term memory -- Language modeling -- Word-based models -- N-grams -- Neural language models -- Character-based model -- Preprocessing and reading data -- LSTM network -- Training -- Sampling -- Example training -- Speech recognition -- Speech recognition pipeline -- Speech as input data -- Preprocessing -- Acoustic model -- Deep belief networks -- Recurrent neural networks -- CTC -- Attention-based models -- Decoding -- End-to-end models -- Summary -- Bibliography -- Chapter 7: Deep Learning for Board Games -- Early game playing AI -- Using the min-max algorithm to value game states -- Implementing a Python Tic-Tac-Toe game -- Learning a value function -- Training AI to master Go -- Upper confidence bounds applied to trees -- Deep learning in Monte Carlo Tree Search -- Quick recap on reinforcement learning -- Policy gradients for learning policy functions -- Policy gradients in AlphaGo -- Summary -- Chapter 8: Deep Learning for Computer Games -- A supervised learning approach to games -- Applying genetic algorithms to playing games -- Q-Learning -- Q-function -- Q-learning in action -- Dynamic games -- Experience replay -- Epsilon greedy…”

Tabla de Contenidos: “…Chapter 1: Start with a Blank Sheet of Paper -- Chapter 2: Leading a Creative Team -- Chapter 3: Leading an Advertising Creative Team -- Chapter 4: Leading a Design Creative Team -- Chapter 5: Brainstorming -- Chapter 6: Creative Exploration Tools -- Chapter 7: The Art of the Critique -- Chapter 8: The Art of the Pitch -- Chapter 9: The Art of Copywriting -- Chapter 10: The Art of TV and Radio -- Chapter 11: Career Trajectories Toward Creative Management -- Chapter 12: Invest in Your People -- Chapter 13: Don't Just Take It from Me -- Chapter 14: The Final Nutshell…”

“…Knowledge of the NAV programming language (C/AL) and C# language is recommended. Knowledge of ASP.NET and Visual Studio development would help, but is not necessary. …”

Materias:

“…--Mukesh Kacker, cofounder and former CTO of Pronto Networks, Inc. "One of the essential classics of UNIX programming." …”