Real-time Analytics with Storm and Cassandra. Solve real-time analytics problems effectively using Storm and Cassandra

Shilpi Saxena

Internet of Things with Arduino Blueprints. Develop interactive Arduino-based Internet projects with Ethernet and WiFi

Pradeeka Seneviratne

Advanced Deep Learning with Python. Design and implement advanced next-generation AI solutions using TensorFlow and PyTorch

Ivan Vasilev

In order to build robust deep learning systems, you’ll need to understand everything from how neural networks work to training CNN models. In this book, you’ll discover newly developed deep learning models, methodologies used in the domain, and their implementation based on areas of application. You’ll start by understanding the building blocks and the math behind neural networks, and then move on to CNNs and their advanced applications in computer vision. You'll also learn to apply the most popular CNN architectures in object detection and image segmentation. Further on, you’ll focus on variational autoencoders and GANs. You’ll then use neural networks to extract sophisticated vector representations of words, before going on to cover various types of recurrent networks, such as LSTM and GRU. You’ll even explore the attention mechanism to process sequential data without the help of recurrent neural networks (RNNs). Later, you’ll use graph neural networks for processing structured data, along with covering meta-learning, which allows you to train neural networks with fewer training samples. Finally, you’ll understand how to apply deep learning to autonomous vehicles.By the end of this book, you’ll have mastered key deep learning concepts and the different applications of deep learning models in the real world.

PlayStation Mobile Development Cookbook. Over 65 recipes that will help you create and develop amazing mobile applications!

Michael Fleischauer

With the PlayStation¬ÆMobile SDK you can create stunning games for the PlayStation¬ÆVita and PlayStation‚ѢCertified devices (PS Certified devices). It includes everything you need to get started, including an IDE for developing your code and even an emulator to test your creations.PlayStation¬ÆMobile Development Cookbook| is an exciting and practical collection of recipes that help you make the most of this exciting new platform. It provides you with everything you need to create complete 2D or 3D games and applications that fully unlock the potential of the SDK.After quickly covering the basics, you'll learn how to utilize input sources like touch, gamepads, and motion controls, and then move on to more advanced content like creating and animating 2D graphics, networking, playing sound effects and music, adding physics, and then finally jumping into the world of 3D.

Mastering Swift

Jon Hoffman

Raspberry Pi for Secret Agents. Turn your Raspberry Pi into your very own secret agent toolbox with this set of exciting projects

Stefan Sjogelid

Learning Cypher. Write powerful and efficient queries for Neo4j with Cypher, its official query language

Onofrio Panzarino

wxPython Application Development Cookbook. Over 80 step-by-step recipes to get you up to speed with building your own wxPython applications

Cody Precord

wxPython is a GUI toolkit for the Python programming language built on top of the cross-platform wxWidgets GUI libraries. wxPython provides a powerful set of tools that allow you to quickly and efficiently building applications that can run on a variety of different platforms. Since wxWidgets provides a wrapper around each platform’s native GUI toolkit, the applications built with wxPython will have a native look and feel wherever they are deployed.This book will provide you with the skills to build highly functional and native looking user interfaces for Python applications on multiple operating system environments. By working through the recipes, you will gain insights into and exposure to creating applications using wxPython. With a wide range of topics covered in the book, there are recipes to get the most basic of beginners started in GUI programming as well as tips to help experienced users get more out of their applications. The recipes will take you from the most basic application constructs all the way through to the deployment of complete applications.

NGUI for Unity. The NGUI plugin for Unity makes user interfaces so much more efficient and attractive. Learn all about it in this step-by-step tutorial that includes lots of practical exercises, including creating a fun 2D game

Charles Bernardoff

Effective Threat Investigation for SOC Analysts. The ultimate guide to examining various threats and attacker techniques using security logs

Mostafa Yahia

Effective threat investigation requires strong technical expertise, analytical skills, and a deep understanding of cyber threats and attacker techniques. It's a crucial skill for SOC analysts, enabling them to analyze different threats and identify security incident origins. This book provides insights into the most common cyber threats and various attacker techniques to help you hone your incident investigation skills.The book begins by explaining phishing and email attack types and how to detect and investigate them, along with Microsoft log types such as Security, System, PowerShell, and their events. Next, you’ll learn how to detect and investigate attackers' techniques and malicious activities within Windows environments. As you make progress, you’ll find out how to analyze the firewalls, flows, and proxy logs, as well as detect and investigate cyber threats using various security solution alerts, including EDR, IPS, and IDS. You’ll also explore popular threat intelligence platforms such as VirusTotal, AbuseIPDB, and X-Force for investigating cyber threats and successfully build your own sandbox environment for effective malware analysis.By the end of this book, you’ll have learned how to analyze popular systems and security appliance logs that exist in any environment and explore various attackers' techniques to detect and investigate them with ease.

Responsive Web Design with HTML5 and CSS3. Learn the HTML5 and CSS3 you need to help you design responsive and future-proof websites that meet the demands of modern web users

Ben Frain

Mastering JavaScript Design Patterns. Discover how to use JavaScript design patterns to create powerful applications with reliable and maintainable code

Simon Timms

The New Engineering Game. Strategies for smart product engineering

Tim Weilkiens

Organizations today face an increasingly complex and dynamic environment, whatever their market. This change requires new systems that are built on the foundation of a new kind of engineering and thinking. The New Engineering Game closes the gap between high-level reflections about digitalization and daily engineering methods and tools.The book begins by describing the first three industrial revolutions and their consequences, and by predicting the fourth industrial revolution. Considering the fourth industrial revolution, it explains the need for a new kind of engineering. The later chapters of the book provide valuable principles, patterns, methods, and tools that engineering organizations can learn and use to succeed on the playfield of digitalization.By the end of the book, you’ll have all the information you need to understand the various concepts to take your first steps towards the world of digitalization.

The Applied Data Science Workshop. Get started with the applications of data science and techniques to explore and assess data effectively - Second Edition

Alex Galea

From banking and manufacturing through to education and entertainment, using data science for business has revolutionized almost every sector in the modern world. It has an important role to play in everything from app development to network security.Taking an interactive approach to learning the fundamentals, this book is ideal for beginners. You’ll learn all the best practices and techniques for applying data science in the context of real-world scenarios and examples.Starting with an introduction to data science and machine learning, you’ll start by getting to grips with Jupyter functionality and features. You’ll use Python libraries like sci-kit learn, pandas, Matplotlib, and Seaborn to perform data analysis and data preprocessing on real-world datasets from within your own Jupyter environment. Progressing through the chapters, you’ll train classification models using sci-kit learn, and assess model performance using advanced validation techniques. Towards the end, you’ll use Jupyter Notebooks to document your research, build stakeholder reports, and even analyze web performance data.By the end of The Applied Data Science Workshop, you’ll be prepared to progress from being a beginner to taking your skills to the next level by confidently applying data science techniques and tools to real-world projects.

BeagleBone Black Cookbook. Over 60 recipes and solutions for inventors, makers, and budding engineers to create projects using the BeagleBone Black

Charles A. Hamilton, Jason Kridner

There are many single-board controllers and computers such as Arduino, Udoo, or Raspberry Pi, which can be used to create electronic prototypes on circuit boards. However, when it comes to creating more advanced projects, BeagleBone Black provides a sophisticated alternative. Mastering the BeagleBone Black enables you to combine it with sensors and LEDs, add buttons, and marry it to a variety of add-on boards. You can transform this tiny device into the brain for an embedded application or an endless variety of electronic inventions and prototypes.With dozens of how-tos, this book kicks off with the basic steps for setting up and running the BeagleBone Black for the first time, from connecting the necessary hardware and using the command line with Linux commands to installing new software and controlling your system remotely. Following these recipes, more advanced examples take you through scripting, debugging, and working with software source files, eventually working with the Linux kernel. Subsequently, you will learn how to exploit the board's real-time functions. We will then discover exciting methods for using sound and video with the system before marching forward into an exploration of recipes for building Internet of Things projects. Finally, the book finishes with a dramatic arc upward into outer space, when you explore ways to build projects for tracking and monitoring satellites.

Moodle 2 Administration. Moodle is the world’s most popular virtual learning environment and this book will help systems administrators and technicians administer the system effectively. Based on real-world scenarios with plenty of screenshots, it’s an essential practical gui

Alex Büchner, Moodle Trust

Moodle has evolved from an academic project to the world's most popular virtual learning environment. During this evolution, its complexity has risen dramatically and so have the skills that are required to administer the system.Moodle 2 Administration is a complete, practical guide to administering Moodle sites. It covers how to set up Moodle in any learning environment, configuration and day-to-day admin tasks, as well as advanced options for customizing and extending Moodle.The author, who has been administering systems for over 20 years, has adopted a problem-solution approach to bring the content in line with your day-to-day operations. The practical examples will help you to set up Moodle for large groups and small courses alike. This is a one-stop reference for any task you will ever come across when administering a Moodle site of any shape and size.