Managing Multimedia and Unstructured Data in the Oracle Database. A revolutionary approach to understanding, managing, and delivering digital objects, assets, and all types of data

MARCEL KRATOCHVIL

Multimedia is the new digital frontier. Managers, software architects, administrators and developers need to fully comprehend this exciting new technology as its widespread use and acceptance cannot be ignored any longer.Managing Multimedia and Unstructured Data in the Oracle Database will give you a complete understanding of how to manage all data, especially multimedia. You will learn all the latest terminology, how to set up a database, load digital objects, search on them and even how to sell them. Whether you are a manager or database administrator, this book will give you the knowledge you need to take control of this rapidly growing and industry- changing technology. Technology which is transforming our lives.Starting with the basic principles of unstructured data and detailing the concepts behind multimedia warehouses and digital asset management systems, this book will describe how to load this data, search against it, display it intelligently, and deliver it to customers and users. Learn how all these concepts work within the Oracle 11g R2 database environment and how to tune the database effectively to manage it.Begin to learn about this new and exciting field and use it to give your business a competitive edge or give yourself the ability to take a leadership role in this exciting new computing genre.

Learning .NET High-performance Programming. Learn everything you need to know about performance-oriented programming for the .NET Framework

Antonio Esposito

Natural Language Processing: Python and NLTK. Click here to enter text

Jacob Perkins, Nitin Hardeniya, Deepti Chopra, Iti Mathur, ...

Natural Language Processing is a field of computational linguistics and artificial intelligence that deals with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of machine learning. The number of human-computer interaction instances are increasing so it’s becoming imperative that computers comprehend all major natural languages. The first NLTK Essentials module is an introduction on how to build systems around NLP, with a focus on how to create a customized tokenizer and parser from scratch. You will learn essential concepts of NLP, be given practical insight into open source tool and libraries available in Python, shown how to analyze social media sites, and be given tools to deal with large scale text. This module also provides a workaround using some of the amazing capabilities of Python libraries such as NLTK, scikit-learn, pandas, and NumPy.The second Python 3 Text Processing with NLTK 3 Cookbook module teaches you the essential techniques of text and language processing with simple, straightforward examples. This includes organizing text corpora, creating your own custom corpus, text classification with a focus on sentiment analysis, and distributed text processing methods. The third Mastering Natural Language Processing with Python module will help you become an expert and assist you in creating your own NLP projects using NLTK. You will be guided through model development with machine learning tools, shown how to create training data, and given insight into the best practices for designing and building NLP-based applications using Python.This Learning Path combines some of the best that Packt has to offer in one complete, curated package and is designed to help you quickly learn text processing with Python and NLTK. It includes content from the following Packt products:? NTLK essentials by Nitin Hardeniya? Python 3 Text Processing with NLTK 3 Cookbook by Jacob Perkins? Mastering Natural Language Processing with Python by Deepti Chopra, Nisheeth Joshi, and Iti Mathur

Artificial Intelligence for IoT Cookbook. Over 70 recipes for building AI solutions for smart homes, industrial IoT, and smart cities

Michael Roshak

Artificial intelligence (AI) is rapidly finding practical applications across a wide variety of industry verticals, and the Internet of Things (IoT) is one of them. Developers are looking for ways to make IoT devices smarter and to make users’ lives easier. With this AI cookbook, you’ll be able to implement smart analytics using IoT data to gain insights, predict outcomes, and make informed decisions, along with covering advanced AI techniques that facilitate analytics and learning in various IoT applications.Using a recipe-based approach, the book will take you through essential processes such as data collection, data analysis, modeling, statistics and monitoring, and deployment. You’ll use real-life datasets from smart homes, industrial IoT, and smart devices to train and evaluate simple to complex models and make predictions using trained models. Later chapters will take you through the key challenges faced while implementing machine learning, deep learning, and other AI techniques, such as natural language processing (NLP), computer vision, and embedded machine learning for building smart IoT systems. In addition to this, you’ll learn how to deploy models and improve their performance with ease.By the end of this book, you’ll be able to package and deploy end-to-end AI apps and apply best practice solutions to common IoT problems.

Learn Linux Quickly. A beginner-friendly guide to getting up and running with the world's most powerful operating system

Ahmed AlKabary

Linux is one of the most sought-after skills in the IT industry, with jobs involving Linux being increasingly in demand. Linux is by far the most popular operating system deployed in both public and private clouds; it is the processing power behind the majority of IoT and embedded devices. Do you use a mobile device that runs on Android? Even Android is a Linux distribution.This Linux book is a practical guide that lets you explore the power of the Linux command-line interface. Starting with the history of Linux, you'll quickly progress to the Linux filesystem hierarchy and learn a variety of basic Linux commands. You'll then understand how to make use of the extensive Linux documentation and help tools. The book shows you how to manage users and groups and takes you through the process of installing and managing software on Linux systems. As you advance, you'll discover how you can interact with Linux processes and troubleshoot network problems before learning the art of writing bash scripts and automating administrative tasks with Cron jobs. In addition to this, you'll get to create your own Linux commands and analyze various disk management techniques.By the end of this book, you'll have gained the Linux skills required to become an efficient Linux system administrator and be able to manage and work productively on Linux systems.

Hacking Android. Click here to enter text

Mohammed A. Imran, Srinivasa Rao Kotipalli

With the mass explosion of Android mobile phones in the world, mobile devices have become an integral part of our everyday lives. Security of Android devices is a broad subject that should be part of our everyday lives to defend against ever-growing smartphone attacks. Everyone, starting with end users all the way up to developers and security professionals should care about android security. Hacking Android is a step-by-step guide that will get you started with Android security. You’ll begin your journey at the absolute basics, and then will slowly gear up to the concepts of Android rooting, application security assessments, malware, infecting APK files, and fuzzing. On this journey you’ll get to grips with various tools and techniques that can be used in your everyday pentests. You’ll gain the skills necessary to perform Android application vulnerability assessment and penetration testing and will create an Android pentesting lab.

OCA Oracle Database 11g: Database Administration I: A Real-World Certification Guide. Learn how to become an Oracle-certified Database Administrator

Steve Ries, Walter S Ries

Oracle Database Server is the most widely used relational database in the world today. This book gives you the essential skills to master the fundamentals of Oracle database administration and prepares you for Oracle DBA certification.OCA Oracle Database 11g: Database Administration I: A Real-World Certification Guide prepares you to master the fundamentals of Oracle database administration using an example driven method that is easy to understand. The real world examples will prepare you to face the daily challenges of being a database administrator.Starting with the essentials of why databases are important in today's information technology world and how they work, you are then guided through a full, customized installation of the Oracle software and creating your own personal database. We then examine fundamental concepts of Oracle, including architecture, storage structures, security, performance tuning, networking, and instance management. Finally, we take an in-depth look at some of the most important concepts in the daily life of an Oracle DBA - backup, recovery, and data migration.OCA Oracle Database 11g: Database Administration I: A Real-World Certification Guide provides you with the skills you need in order to become a successful Oracle DBA, both for certification and real life tasks.

Adobe Edge Quickstart Guide. Quickly produce engaging motion and rich interactivity with Adobe Edge Preview 4 and above with this book and

Joseph Labrecque

With the advent of HTML5 and CSS3, web designers can now create sophisticated animations without the need of additional plugins such as Flash. However, there hasn't been an easy way for creating animations with web standards until now. This book enables even those with little knowledge of HTML or programming web content to freely create a variety of rich compositions involving motion and interactivity.Learning Adobe Edge will quickly get you up and running with this professional authoring software to create highly engaging content which targets HTML5, CSS, and JavaScript. Content created in Adobe Edge does not rely on a plugin ñ so it can be run within any standard browserñ even on mobile.Learning Adobe Edge begins with an overview of the shifting web landscape and the Edge application. We then move on through the variety of panels and toolsets available, and explore the many options we have when creating motion and interactivity using Edge.The book presents the reasoning behind engaging, standards-based web content and how Edge fills the need for professional tooling in this area. In the book we'll examine content creation and how to achieve fluid animation and advanced transitioning through the Edge timeline. Sprinkled throughout the book are tips and references for those coming to Edge from a background in Flash Professional. Whether you are coming to Edge from Flash Professional or are totally new to motion graphics on the web, Adobe Edge Quickstart Guide provides a solid foundation of motion and interactivity concepts and techniques along with a set of demo assets to build upon.

Spring MVC Beginner's Guide. Your ultimate guide to building a complete web application using all the capabilities of Spring MVC

Amuthan Ganeshan

Learning Selenium Testing Tools. Leverage the power of Selenium to build your own real-time test cases from scratch

David Burns, RAGHAVENDRA P MG, Raghavendra Prasad

Unreal Engine 5 Character Creation, Animation, and Cinematics. Create custom 3D assets and bring them to life in Unreal Engine 5 using MetaHuman, Lumen, and Nanite

Henk Venter, Wilhelm Ogterop

Unreal Engine 5 (UE5) offers beginners and seasoned professionals the ability to create detailed movie scenes with realistic human characters using MetaHuman and combine it with custom props and environments. It also comes with built-in industry standard animation tools to develop such scenes in a fraction of the time compared to old methods. This book takes you through the entire 3D movie production pipeline using free (open - source) software.By following the step-by-step, beginner-friendly tutorials in this book, you'll learn how to create your own custom 3D assets in Blender and texture these 3D assets in Quixel Mixer. Next, you'll take these completed 3D assets into Unreal Engine 5 and use them to build a virtual 3D movie set for your 3D movie. You'll also populate your 3D movie set by using Quixel MegaScans assets and create and customize your own photorealistic human character using MetaHuman Creator and UE5. As you advance, you'll discover how to rig, skin, and animate these 3D assets and characters using Blender and UE5's new Control Rig. Finally, you'll explore the process of setting up your movie cameras and animation sequences and rendering your 3D movie using UE5's Sequencer.By the end of this Unreal Engine book, you'll have learned how to combine different elements in UE5 to make your own movies and cinematics.

Simplifying Hybrid Cloud Adoption with AWS. Realize edge computing and build compelling hybrid solutions on premises with AWS Outposts

Frankie Costa Negro

The hybrid edge specialty is often misunderstood because it began with an on-premises-focused view encompassing everything not running inside the traditional data center. If you too have workloads that need to live on premises and need a solution to bridge the gap between both worlds, this book will show you how AWS Outposts allows workloads to leverage the benefits of the cloud running on top of AWS technology.In this book, you’ll learn what the Edge space is, the capabilities to look for when selecting a solution to operate in this realm, and how AWS Outposts delivers. The use cases for Outposts are thoroughly explained and the physical characteristics are detailed alongside the service logical constructs and facility requirements. You’ll gain a comprehensive understanding of the sales process—from order placement to rack delivery to your location. As you advance, you’ll explore how AWS Outposts works in real life with step-by-step examples using AWS CLI and AWS Console before concluding your journey with an extensive overview of security and business continuity for maximizing the value delivered by the product.By the end of this book, you’ll be able to create compelling hybrid architectures, solve complex use cases for hybrid scenarios, and get ready for your way forward with the help of expert guidance.

Building Websites with PHP-Nuke. A practical guide to creating and maintaining your own community website with PHP-Nuke

Douglas Paterson, Francisco Burzi

PHP-Nuke is a free tool for managing the content of a dynamic website. As one of the most popular applications on the Internet, PHP-Nuke has grown into a complex, powerful tool with an extraordinary range of features, and a loyal community of supporters. Through a web-based interface, users can edit and manage their site without the need for knowledge of web programming. PHP-Nuke is ideal for running a community-driven website, where visitors create accounts, comment and interact with the site, and contribute material in an easily managed fashion. PHP-Nuke has many of the features you would want from a website such as news stories, ratings, comments, discussion forums, and its look can be easily controlled with the use of themes.If you want to create a powerful, fully-featured website in no time, this book is for you. This book will help you explore PHP-Nuke, putting you in the picture of what it offers, and how to go about realizing this.Throughout the book we develop an example site, as you are taken on a detailed tour of the features of PHP-Nuke. You will be introduced to the main components of PHP-Nuke, and learn how to manage them. You will develop the skills and confidence to manage all types of content on the site, and also understand how users work and interact with the site.To make sure that you create a site that looks the way you want it to, the book covers customizing themes to help define your look for your pages. Although PHP-Nuke allows you to accomplish much without doing any web programming, to extend your site you will need to get your hands dirty with some coding. The book leads you through adding custom code to PHP-Nuke, and shows you how PHP-Nuke puts pages together, and the functions it uses for the fundamental operations of the site.

Odoo Development Essentials. Fast track your development skills to build powerful Odoo business applications

Stephane Wirtel, Daniel Reis

OpenFlow Cookbook. Over 110 recipes to design and develop your own OpenFlow switch and OpenFlow controller

Kingston S Selvaraj, Kingston Smiler. S

Getting Started with Google BERT. Build and train state-of-the-art natural language processing models using BERT

Sudharsan Ravichandiran

BERT (bidirectional encoder representations from transformer) has revolutionized the world of natural language processing (NLP) with promising results. This book is an introductory guide that will help you get to grips with Google's BERT architecture. With a detailed explanation of the transformer architecture, this book will help you understand how the transformer’s encoder and decoder work.You’ll explore the BERT architecture by learning how the BERT model is pre-trained and how to use pre-trained BERT for downstream tasks by fine-tuning it for NLP tasks such as sentiment analysis and text summarization with the Hugging Face transformers library. As you advance, you’ll learn about different variants of BERT such as ALBERT, RoBERTa, and ELECTRA, and look at SpanBERT, which is used for NLP tasks like question answering. You'll also cover simpler and faster BERT variants based on knowledge distillation such as DistilBERT and TinyBERT. The book takes you through MBERT, XLM, and XLM-R in detail and then introduces you to sentence-BERT, which is used for obtaining sentence representation. Finally, you'll discover domain-specific BERT models such as BioBERT and ClinicalBERT, and discover an interesting variant called VideoBERT.By the end of this BERT book, you’ll be well-versed with using BERT and its variants for performing practical NLP tasks.