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I began writing about the American character nearly ten years ago. I began by writing my belief that Christianity teaches and promotes individualism. I consider individualism to be the missing ingredient of the American character, and I hope to show how to regain that in this treatise. There is a dilemma that we, in a free society, face when black and white is not clear and varying shades of gray appear to isolate the black and white. Finding moral clarity becomes far more difficult. It is very easy for those of us living in a free society to lose moral clarity. In the collective society, the primary challenge is finding the inner strength to confront evil. In the free world, the primary challenge is finding the moral clarity to see evil. We must find the strength to replace the critical theory of diversity, equity, and inclusion with the Judeo Christian belief in faith, freedom, and family.
Using machine learning and artificial intelligence (AI) in existing business processes has been successful. Even AWS's ML and AI services make it simple and economical to conduct machine learning experiments. This book will show readers how to use the complete set of AI and ML services available on AWS to streamline the management of their whole AI operation and speed up their innovation.¿What You Will Learn:How to prepare your data for processingHow to code a collaborative filtering modelHow recommender systems are evaluatedWhat you need to know about privacy & ethicsWhat the future of Recommender Systems might look likeYou will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP). Machine learning or want to deepen your knowledge of the latest developments.
HTML5 brings the biggest changes that HTML has seen in years. Web designers and developers now have a whole host of new techniques up their sleeves, from displaying video and audio natively in HTML, to creating realtime graphics directly on a web page without the need for a plugin.
Flex 3 is the next generation of a technology that revolutionized web applications. It is the next evolutionary step of Flash, which has grown from a web animation medium to a powerful enterprise web design and development platform. With nearly 98% of all web browsers, and a growing number of mobile devices, running Flash Player, a knowledge of Flex is indispensible for any serious web developer.This book will show you how to create powerful rich Internet applications using Flex 3. After learning how to install and becoming familiar with the basics of the Flex Builder 3 software, you will explore in-depth how the Flash scripting language, ActionScript 3.0, interacts with Flex's powerful XML-like design language: MXML.You'll learn how to construct your applications using layout and navigation containers, and how to move between various states using transitions. There is coverage of how best to plan your applications and use the Model-View-Controller pattern to keep various aspects of development separated and ease creation of potentially complicated projects.Rich Internet applications rely on data, and this book shows how to bring data from various sources into your Flex application and check its integrity, and how best to display and interact with it.Going farther, applications built for the Flash platform can now exist and function beyond the traditional confines of the web browser. Adobe AIR allows you to take your applications to the desktop, and this book shows how to reapply your Flex skills to take advantage of this new environment.The Essential Guide to Flex 3 takes you through all the powerful features of Flex using a series of stand-alone, practical exercises. The skills acquired throughout the book are then brought together in the form of a full-featured case study application showcasing essential techniques that can easily be applied to your own Flex applications.
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