What's New in TensorFlow 2.0. Use the new and improved features of TensorFlow to enhance machine learning and deep learning

Ajay Baranwal, Alizishaan Khatri, Tanish Baranwal

TensorFlow is an end-to-end machine learning platform for experts as well as beginners, and its new version, TensorFlow 2.0 (TF 2.0), improves its simplicity and ease of use. This book will help you understand and utilize the latest TensorFlow features.What's New in TensorFlow 2.0 starts by focusing on advanced concepts such as the new TensorFlow Keras APIs, eager execution, and efficient distribution strategies that help you to run your machine learning models on multiple GPUs and TPUs. The book then takes you through the process of building data ingestion and training pipelines, and it provides recommendations and best practices for feeding data to models created using the new tf.keras API. You'll explore the process of building an inference pipeline using TF Serving and other multi-platform deployments before moving on to explore the newly released AIY, which is essentially do-it-yourself AI. This book delves into the core APIs to help you build unified convolutional and recurrent layers and use TensorBoard to visualize deep learning models using what-if analysis.By the end of the book, you'll have learned about compatibility between TF 2.0 and TF 1.x and be able to migrate to TF 2.0 smoothly.

Penetration Testing with Raspberry Pi. Construct a hacking arsenal for penetration testers or hacking enthusiasts using Kali Linux on a Raspberry Pi

Joseph Muniz, Joseph Muniz, Aamir Lakhani

OpenCV 3.0 Computer Vision with Java. Create multiplatform computer vision desktop and web applications using the combination of OpenCV and Java

Daniel Lelis Baggio

Learning OpenCV 4 Computer Vision with Python 3. Get to grips with tools, techniques, and algorithms for computer vision and machine learning - Third Edition

Joseph Howse, Joe Minichino

Computer vision is a rapidly evolving science, encompassing diverse applications and techniques. This book will not only help those who are getting started with computer vision but also experts in the domain. You’ll be able to put theory into practice by building apps with OpenCV 4 and Python 3.You’ll start by understanding OpenCV 4 and how to set it up with Python 3 on various platforms. Next, you’ll learn how to perform basic operations such as reading, writing, manipulating, and displaying still images, videos, and camera feeds. From taking you through image processing, video analysis, and depth estimation and segmentation, to helping you gain practice by building a GUI app, this book ensures you’ll have opportunities for hands-on activities. Next, you’ll tackle two popular challenges: face detection and face recognition. You’ll also learn about object classification and machine learning concepts, which will enable you to create and use object detectors and classifiers, and even track objects in movies or video camera feed. Later, you’ll develop your skills in 3D tracking and augmented reality. Finally, you’ll cover ANNs and DNNs, learning how to develop apps for recognizing handwritten digits and classifying a person's gender and age.By the end of this book, you’ll have the skills you need to execute real-world computer vision projects.

Mastering CryENGINE. Raise your CryENGINE capabilities even higher with this superb guide. It will take you into a world of advanced features and amazing possibilities, teaching best practices and Lua scripting for sophisticated gameplay along the way

Michelle Martin

The Ultimate iOS Interview Playbook. Conquer Swift, frameworks, design patterns, and app architecture for your dream job

Avi Tsadok

As an iOS developer, you must possess a diverse skill set encompassing Swift coding, design knowledge, and mastery of development tools. And while the demand for iOS developers remains high, the competition for landing your dream job has intensified in recent years. Being a skilled iOS developer is no longer enough — acing interviews is now just as essential as having technical expertise.In The Ultimate iOS Interview Playbook, you'll discover innovative ways to stand out as an iOS developer and pass every job interview. It will guide you to build your developer brand and present your skills to potential employers. This comprehensive guide covers over 100 interview questions, from Swift fundamentals and frameworks to complex design patterns and app architecture. You'll learn how to approach coding assessments like a pro and avoid red flags that could hinder your chances of success.Drawing from the author’s experience of interviewing hundreds of iOS developers and having been a candidate themself, this book addresses the challenges of showcasing your skills and knowledge within a limited timeframe.By the end of this book, you'll be ready to excel in any iOS interview, demonstrating your strengths and confidently tackling even the most challenging questions, ultimately paving the way to secure the job you've always wanted.

WordPress and Flash 10x Cookbook. Over 50 simple but incredibly effective recipes to take control of dynamic Flash content in Wordpress

Peter Spannagle, Sarah Soward, Matt Mullenweg

WordPress is much more than just a blogging platform now. This flexible CMS is the power behind millions of URLs, including blue-chip companies, small business, and personal websites. Flash is a world-famous multimedia platform. This book will show you the best of the proven and popular strategies and techniques to deliver rich multimedia content, which will let you sail through the world of Flashy Wordpress with ease.This book will take you through clear well-formed and comprehensive recipes, through the most essential and useful Flash multimedia tools for Wordpress available today including plugins for images, audio and video, as well as projects you can do yourself in Flash. It helps you to create a Wordpress website full of Flash content. We show the big picture by providing context, best practices and strategies. Detailed instructions are provided for each section. This book provides you with the shortlist of the most essential Flash tools for creating a dynamic and media-rich website or blog, and shows you how to implement these on your site. The sections on Flash are intended to give you the option to create custom .swf files, giving you an alternative to plugins that already exist. The book will show you how to configure Flash content in your WordPress site/blog for maximum SEO, introduce Flash content to your Wordpress with and without plugins, import image feeds, use lightbox effects, and much more.

The PEAR Installer Manifesto. The PEAR Installer maintainer shows you the power of this code management and deployment system to revolutionize your PHP application development

Gregory Beaver

PEAR stands for PHP Extension and Application Repository, and its primary purpose is to support code re-use. PEAR provides both an advanced installer and a code repository at http://pear.php.net. PEAR code is organized into discrete re-usable components called packages. A package consists of a group of files and a descriptor file called package.xml that contains metadata about the package's contents, such as the package version, any special dependencies, and textual information such as the package description and authors.The software that transforms a package from an inert grouping of files into a dynamic software package is called the PEAR Installer and is itself a PEAR package. In other words, the PEAR Installer can be used to upgrade itself. It truly is a very powerful application. In short, the PEAR Installer is one of the most effective tools for managing a high-quality software library, high-quality applications, or high-quality websites.This book will show you a new way of organizing your PHP development, by leveraging the full power of the PEAR Installer. In a sense, the PEAR Installer is a step above a software design pattern, a meta-development pattern that can be used to systematically organize all of your PHP development.You will learn how to organize your code into packages using the package.xml format. You will learn about the revolutionary new PEAR Channel concept, and how to safely and reliably depend on external PHP libraries from sources such as pear.php.net and other PEAR channels. You will learn about the PEAR_PackageFileManager package, and how to customize individual installations of your PHP code through file roles, file tasks, and post-installation scripts.In addition, you will learn how to use the power of PEAR to manage your web projects with the PEAR installer to bring the power of versioning and rollbacks to your live website. The synergy of the PEAR Installer and a revision control system like CVS or Subversion is also explored in depth.Next, you will learn how to set up your own PEAR Channel for distributing PHP applications, both open-source and proprietary closed-source PHP applications that can be secured using technology already built into the PEAR Installer.Finally, you will learn how to embed the PEAR Installer inside your own web application in order to manage plug-ins from a remote server. The book covers in detail designing a custom plug-in system for a fictitious blog application. The plug-in system is used to manage templates, and the PEAR Installer is used to manage the details of querying the remote server for templates, handling dependencies between versioning, and doing the actual installation process as well.

Microsoft SharePoint 2013 Disaster Recovery Guide. Learn everything you need to know to design and implement a solid disaster recovery plan for SharePoint 2013

Peter Ward

Where does it all go wrong with disaster recovery? Yes, why a disaster recovery plan fails the business and costs IT staff their jobs or a promotion? This book is an easytounderstand guide that explains how to get it right and why it often goes wrong.Given that Microsoft's SharePoint platform has become a missioncritical application where business operations just cannot run without complete uptime of this technology, disaster recovery is one of the most important topics when it comes to SharePoint. Yet, support and an appropriate approach for this technology are still difficult to come by, and are often vulnerable to technical oversight and assumptions.Microsoft SharePoint 2013 Disaster Recovery Guide looks at SharePoint disaster recovery and breaks down the mystery and confusion that surrounds what is a vital activity to any technical deployment. This book provides a holistic approach with practical recipes that will help you to take advantage of the new 2013 functionality and cloud technologies.You will also learn how to plan, test, and deploy a disaster recovery environment using SharePoint, Windows Server, and SQL tools. We will also take a look at datasets and custom development. If you want to have an approach to disaster recovery that gives you peace of mind, then this is the book for you.

Network Automation with Nautobot. Adopt a network source of truth and a data-driven approach to networking

Jason Edelman, Glenn Matthews, Josh VanDeraa, Ken Celenza, ...

Nautobot enables network teams to build a scalable and extensible network source of truth that provides a foundation to power any network automation stack.With the help of this guide, you’ll learn how to deploy, manage, and integrate Nautobot as a source of truth and network automation platform. As you progress, you’ll learn what a network source of truth is, the relationship between data and network automation, and network data models. You’ll also gain a broad understanding of Nautobot and its robust features that allow maximum flexibility. A dedicated section will show you how to construct a single source of truth with Nautobot and help you explore its programmatic APIs, including REST APIs, GraphQL, webhooks, and Nautobot Job Hooks. Later, you’ll develop custom data models and custom apps for Nautobot and experience its extensibility and powerful developer API. In the last part of this book, you'll discover how to deploy configuration compliance and automated remediation once Nautobot is deployed as a network source of truth.By the end of this book, you’ll be able to design and manage Nautobot as a network source of truth, understand its key features, and extend Nautobot by creating custom data models and apps that suit your network and your team.

Mastering DynamoDB. Master the intricacies of the NoSQL database DynamoDB to take advantage of its fast performance and seamless scalability

Tanmay Deshpande

Go: Design Patterns for Real-World Projects. Build production-ready solutions in Go using cutting-edge technology and techniques

Vladimir Vivien, Mario Castro Contreras, Mat Ryer

The Go programming language has firmly established itself as a favorite for building complex and scalable system applications. Go offers a direct and practical approach to programming that lets programmers write correct and predictable code using concurrency idioms and a full-featured standard library. This practical guide is full of real-world examples to help you get started with Go in no time at all. You’ll start by understanding the fundamentals of Go, then get a detailed description of the Go data types, program structures, and Maps. After that, you’ll learn how to use Go concurrency idioms to avoid pitfalls and create programs that are exact in expected behavior. Next, you will get familiar with the tools and libraries that are available in Go to write and exercise tests, benchmarking, and code coverage. After that, you will be able to utilize some of the most important features of GO such as Network Programming and OS integration to build efficient applications. Then you’ll start applying your skills to build some amazing projects in Go. You will learn to develop high-quality command-line tools that utilize the powerful shell capabilities and perform well using Go’s built-in concurrency mechanisms. Scale, performance, and high availability lie at the heart of our projects, and the lessons learned throughout the sections will arm you with everything you need to build world-class solutions. You will get a feel for app deployment using Docker and Google App Engine. Each project could form the basis of a start-up, which means they are directly applicable to modern software markets. With these skills in hand, you will be able to conquer all your fears of application development and go on to build large, robust and succinct apps in Go.This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products:1. Learning Go Programming2. Go Design Patterns3. Go Programming Blueprints, Second Edition

Scaling Scrum Across Modern Enterprises. Implement Scrum and Lean-Agile techniques across complex products, portfolios, and programs in large organizations

Cecil 'Gary' Rupp, Manjit Singh

Scaled Scrum and Lean-Agile practices provide essential strategies to address large and complex product development challenges not addressed in traditional Scrum. This Scrum/ Lean-Agile handbook provides a comprehensive review and analysis of industry-proven scaling strategies that enable business agility on an enterprise scale. Free of marketing hype or vendor bias, this book helps you decide which practices best fit your situation.You'll start with an introduction to Scrum as a lightweight software development framework and then explore common approaches to scaling it for more complex development scenarios. The book will then guide you through systems theory, lean development, and the application of holistic thinking to more complex software and system development activities. Throughout, you'll learn how to support multiple teams working in collaboration to develop large and complex products and explore how to manage cross-team integration, dependency, and synchronization issues. Later, you'll learn how to improve enterprise operational efficiency across value creation and value delivery activities, before discovering how to align product portfolio investments with corporate strategies.By the end of this Scrum book, you and your product teams will be able to get the most value out of Agile at scale, even in complex cyber-physical system development environments.

Flask Framework Cookbook. Over 80 hands-on recipes to help you create small-to-large web applications using Flask

Shalabh Aggarwal

C++ Application Development with Code::Blocks. Using Code::Blocks it’s possible for C++ developers to create application consistency across multiple platforms. This book takes you through the process from installation to implementing advanced features, all with a user-friendly approach

BIPLAB MODAK, Biplab Kumar Modak

NetSuite for Consultants. A handbook for ERP and CRM consultants to implement NetSuite 2021 quickly and easily

Peter Ries

NetSuite For Consultants takes a hands-on approach to help ERP and CRM consultants implement NetSuite quickly and efficiently, as well deepen their understanding of its implementation methodology.During the course of this book, you’ll get a clear picture of what NetSuite is, how it works, and how accounts, support, and updates work within its ecosystem.Understanding what a business needs is a critical first step toward completing any software product implementation, so you'll learn how to write business requirements by learning about the various departments, roles, and processes in the client's organization. Once you've developed a solid understanding of NetSuite and your client, you’ll be able to apply your knowledge to configure accounts and test everything with the users. You’ll also learn how to manage both functional and technical issues that arise post-implementation and handle them like a professional.By the end of this book, you'll have gained the necessary skills and knowledge to implement NetSuite for businesses and get things up and running in the shortest possible time.