Deep Learning for Beginners. A beginner's guide to getting up and running with deep learning from scratch using Python

Dr. Pablo Rivas, Laura Montoya

With information on the web exponentially increasing, it has become more difficult than ever to navigate through everything to find reliable content that will help you get started with deep learning. This book is designed to help you if you're a beginner looking to work on deep learning and build deep learning models from scratch, and you already have the basic mathematical and programming knowledge required to get started.The book begins with a basic overview of machine learning, guiding you through setting up popular Python frameworks. You will also understand how to prepare data by cleaning and preprocessing it for deep learning, and gradually go on to explore neural networks. A dedicated section will give you insights into the working of neural networks by helping you get hands-on with training single and multiple layers of neurons. Later, you will cover popular neural network architectures such as CNNs, RNNs, AEs, VAEs, and GANs with the help of simple examples, and learn how to build models from scratch. At the end of each chapter, you will find a question and answer section to help you test what you've learned through the course of the book.By the end of this book, you'll be well-versed with deep learning concepts and have the knowledge you need to use specific algorithms with various tools for different tasks.

Celtx: Open Source Screenwriting Beginner's Guide. Celtx won’t write your script for you, but it will ensure it has the format and features demanded by the film industry. Learn to use Celtx along with insider secrets of screenwriting and script-marketing into the bargain

Ralph Roberts, Celtx Project Paypal paypal@greyfirst.com

Designing and Prototyping Interfaces with Figma. Learn essential UX/UI design principles by creating interactive prototypes for mobile, tablet, and desktop

Fabio Staiano

A driving force of the design tools market, Figma makes it easy to work with classic design features while enabling unique innovations and opening up real-time collaboration possibilities. It comes as no surprise that many designers decide to switch from other tools to Figma.In this book, you'll be challenged to design a user interface for a responsive mobile application having researched and understood user needs. You'll become well-versed with the process in a step-by-step manner by exploring the theory first and gradually moving on to practice. You'll begin your learning journey by covering the basics of user experience research with FigJam and the process of creating a complete design using Figma tools such as Components, Variants, Auto Layout, and much more. You'll also learn how to prototype your design and explore the potential of community resources such as templates and plugins.By the end of this Figma book, you'll have a solid understanding of the user interface workflow, managing essential Figma tools, and organizing your workflow.

Python Tools for Visual Studio. Leverage the power of the Visual Studio IDE to develop better and more efficient Python projects

Martino A Sabia, Jia Shuan Cathy Wang

Instant Apple Configurator How-to. Gain full control and complete security when managing mobile iOS devices in mass deployments

Charles S Edge, Timothy D Houston

The Apple configurator is an incredible piece of software which grants full control in mobile device management, but on a larger scale. The popularity of people taking their own devices to work has grown tremendously. However, valued professional and personal information is at risk, through loss, theft, or hacking.Instant Apple Configurator How-to is a hands-on guide that eliminates any worries that are associated with the deployment and security of iOS devices. This book provides practical, quick win solutions to combat these issues, with clear, concise, and informative examples providing solutions to secure, remote wipe, and encrypt devices. The book will further explore how to personalize iOS devices for configuration and deployment.With the Instant Apple Configurator How-to, learn to build profiles with customised control settings, with examples on how to capture device information and use console logs for added protection. You will become skilled at tracking and installing provisional profiles for greater security. We will also explore developing workflows for successful deployment, installing software and applications whilst managing files on iOS devices, and how to deploy enrolment profiles for mobile device management solutions en masse. If you are looking for a complete guide that provides simple solutions to complex problems, look no further.

Microsoft SharePoint 2010 Administration Cookbook. Over 90 simple but incredibly effective recipes to administer your SharePoint applications

Peter Serzo

Collaboration and content management are the major business needs of every organization in this increasingly global and connected environment. Microsoft SharePoint is a solution to these needs that offers a software platform that facilitates collaboration and provides content management features for the effective implementation of business processes. With a vast amount of functionality available with SharePoint, it is easy to get confused in carrying out administrative tasks.Microsoft SharePoint 2010 Administration Cookbook starts off by demonstrating the various upgrading and post-upgrading tasks to be performed in SharePoint 2010. Next come recipes for managing SharePoint service-level applications and for monitoring the SharePoint environment. The book introduces one of the best new tools that should be in your arsenal, PowerShell, and the commands you will need to script your tasks with Powershell.Collaboration and content management are the most important features of SharePoint and this book contains many recipes that focus on improving them. Enterprise monitoring and reporting are also covered in detail so that you can ensure that your SharePoint implementation is up and running all the time. You will find recipes to manage and customize SharePoint Search.When you are half way through the book, you will explore more advanced and interesting topics such as customizing and securing the SharePoint environment. You will learn to extend SharePoint to include features similar to social networking sites such as Facebook and Twitter. Lastly, the book covers backup and recovery solutions for SharePoint so that you can ensure that your system is protected from data loss and virus attacks.

Defensive Security with Kali Purple. Cybersecurity strategies using ELK Stack and Kali Linux

Karl Lane

Defensive Security with Kali Purple combines red team tools from the Kali Linux OS and blue team tools commonly found within a security operations center (SOC) for an all-in-one approach to cybersecurity. This book takes you from an overview of today's cybersecurity services and their evolution to building a solid understanding of how Kali Purple can enhance training and support proof-of-concept scenarios for your technicians and analysts.After getting to grips with the basics, you’ll learn how to develop a cyber defense system for Small Office Home Office (SOHO ) services. This is demonstrated through the installation and configuration of supporting tools such as virtual machines, the Java SDK, Elastic, and related software. You’ll then explore Kali Purple’s compatibility with the Malcolm suite of tools, including Arkime, CyberChef, Suricata, and Zeek. As you progress, the book introduces advanced features, such as security incident response with StrangeBee’s Cortex and TheHive and threat and intelligence feeds. Finally, you’ll delve into digital forensics and explore tools for social engineering and exploit development.By the end of this book, you’ll have a clear and practical understanding of how this powerful suite of tools can be implemented in real-world scenarios.

Oracle Primavera Contract Management, Business Intelligence Publisher Edition v14. A one-stop reference to concepts and usability of the core modules of a complex application with this book and

Stephen Kelly, Stephen D. Kelly

Oracle's Primavera Contract Management, Business Intelligence Publisher Edition is a document management, job cost, and field controls solution that keeps construction projects on schedule and on budget through complete project control. Oracle Primavera Contract Management, Business Intelligence Publisher Edition v14 explains the concepts behind the core modules and how to use them.Oracle Primavera Contract Management, Business Intelligence Publisher Edition v14 makes this complex application understandable. You will understand the concepts behind the core modules and how to use them. This book starts with some basic introduction to Contract management and then covers the advantages and disadvantages of using a spreadsheet in managing information on a project. The book then covers in detail the concepts involved with how it works from a 30,000 foot view and explains the concept of how Oracle Primavera Contract Management is diametrically opposed to a spreadsheet mentality. The book also covers the aspects of how Oracle Primavera Contract Management manages the money and contractual relationships on a project.