Bücher von Charles Brown

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.

Flex 2 represents something of a revolution in web applications. It is the next evolutionary step of Flash, which has grown from a web animation tool to a powerful enterprise web design and development tool. with nearly 98% of all web browsers and cellular phones running the Flash player needed to use Flash and Flex applications, knowledge of Flex is indispensable for any serious web designer and developer.This book will show you how to create powerful, rich Internet applications using Flex 2 and ActionScript 3.0. After learning how to install and becoming familiar with the basics of the Flex Builder 2 software, you will explore in depth how ActionScript 3.0 interacts with Flexs powerful XML-like design language: MXML. the text will take you through all the powerful features of Flex using a series of strictly practical exercises.Put quite simply, this book is all youll need to master Flex 2 and ActionScript 3.0 application development. Welcome to the revolution! Understand MXML containers Create transitions Create data-driven applications with XML Interface Flex with ColdFusion Understand the power of states