Machine Learning Security Principles. Keep data, networks, users, and applications safe from prying eyes

John Paul Mueller, Rod Stephens

Businesses are leveraging the power of AI to make undertakings that used to be complicated and pricy much easier, faster, and cheaper. The first part of this audiobook will explore these processes in more depth, which will help you in understanding the role security plays in machine learning.As you progress to the second part, you’ll learn more about the environments where ML is commonly used and dive into the security threats that plague them using code, graphics, and real-world references.The next part of the audiobook will guide you through the process of detecting hacker behaviors in the modern computing environment, where fraud takes many forms in ML, from gaining sales through fake reviews to destroying an adversary’s reputation. Once you’ve understood hacker goals and detection techniques, you’ll learn about the ramifications of deep fakes, followed by mitigation strategies.This audiobook also takes you through best practices for embracing ethical data sourcing, which reduces the security risk associated with data. You’ll see how the simple act of removing personally identifiable information (PII) from a dataset lowers the risk of social engineering attacks.By the end of this machine learning audiobook, you'll have an increased awareness of the various attacks and the techniques to secure your ML systems effectively.

App Inventor 2 Essentials. A step-by-step introductory guide to mobile app development with App Inventor 2

Felicia Kamriani, Krishnendu Roy

App Inventor 2 will take you on a journey of mobile app development. We begin by introducing you to the functionalities of App Inventor and giving you an idea about the types of apps you can develop using it. We walk you through the technical set up so you can take advantage of the interactive development environment (live testing). You will get hands-on, practical experience building three different apps using tutorials. Along the way, you will learn computer science principles as well as tips to help you prepare for the creative process of building an app from scratch. By the end of the journey, you will learn how to package an app and deploy it to app markets. App Inventor 2 Essentials prepares you to amass a resource of skills, knowledge and experience to become a mobile app developer

Moodle 3 Administration. An administrator’s guide to configuring, securing, customizing, and extending Moodle - Third Edition

Alex Büchner

Moodle is the de facto standard for open source learning platforms. However, setting up and managing a learning environment can be a complex task since it covers a wide range of technical, organizational, and pedagogical topics. This ranges from basic user and course management, to configuring plugins and design elements, all the way to system settings, performance optimization, events frameworks, and so on.This book concentrates on basic tasks such as how to set up and configure Moodle and how to perform day-to-day administration activities, and progresses on to more advanced topics that show you how to customize and extend Moodle, manage courses, cohorts, and users, and how to work with roles and capabilities. You’ll learn to configure Moodle plugins and ensure your VLE conforms to pedagogical and technical requirements in your organization. You’ll then learn how to integrate the VLE via web services and network it with other sites, including Mahara, and extend your system via plugins and LTI. By the end of this book, you will be able to set up an efficient, fully fledged, and secure Moodle system.

Django: Web Development with Python. Web Development with Python

Aidas Bendoraitis, Samuel Dauzon, Arun Ravindran

Data science is hot right now, and the need for multitalented developers is greater than ever before. A basic grounding in building apps with a framework as minimalistic, powerful, and easy-to-learn as Django will be a useful skill to launch your career as an entrepreneur or web developer. Django is a web framework that was designed to strike a balance between rapid web development and high performance. This course will take you on a journey to become an efficient web developer thoroughly understanding the key concepts of Django framework. This learning path is divided into three modules. The course begins with basic concepts of the Django framework. The first module, Django Essentials, is like a practical guide, filled with many real-world examples to build highly effective Django web application. After getting familiar with core concepts of Django, it's time to practice your learning from the first module with the help of over 90 recipes available in this module. In the second module, Web Development with Django Cookbook, you'll learn varying complexities to help you create multilingual, responsive, and scalable websites with Django. By the end of this module, you will have a good understanding of the new features added to Django 1.8 and be an expert at web development processes.The next step is to discover the latest best practices and idioms in this rapidly evolving Django framework. This is what you'll be learning in our third module, Django Design Patterns and Best Practices. This module will teach you common design patterns to develop better Django code. By the end of the module, you will be able to leverage the Django framework to develop a fully functional web application with minimal effort.

Mastering Manga Studio 5. An extensive, fun, and practical guide to streamlining your comic-making workflow using Manga Studio 5

Liz Staley

Time is something that almost every artist doesn't have enough of. If you're an illustrator or comic creator you know just how much time and effort it can take to produce one great page. But the features in Manga Studio 5 can make this process a lot more streamlined and give you more time to create!Mastering Manga Studio 5 will teach you how to create more comics and illustrations in less time than you ever thought possible. By using the features of Manga Studio 5 like the Story Editor, Custom brushes, actions, materials, and 3D models, you'll learn how to make Manga Studio work for your style and workflow. Go from being a novice Manga Studio user to an expert using the tricks, techniques, and projects in this guide.Learn how to make and share custom tools, set up left- and right-handed workspaces, make custom materials, alter 3D models, and create custom actions. By putting together a custom story project and making your own tools, automating redundant processes, and converting an inked art into a traditional comic art, you'll learn all about the advanced features of Manga Studio 5.Mastering Manga Studio 5 will teach you what you need to know to produce more work in less time.

Attracting IT Graduates to Your Business. Capture the best new IT talent for your company

An Coppens

Learning Qlik Sense: The Official Guide. Get to grips with the vision of Qlik Sense for next generation business intelligence and data discovery

QlikTech International AB, James Richardson, Christopher Ilacqua, Henric Cronström

Building Business Websites with Squarespace 7. Master the tools and techniques of using Squarespace to create professional websites

Tiffanie Miko Coffey, Miko Coffey