خرید و دانلود نسخه کامل کتاب Hands-On Deep Learning for Finance: Implement deep learning techniques and algorithms to create powerful trading strategies – Original PDF

Finance, the science of managing money under conditions of uncertainty, represents a natural field for the application of Artificial Intelligence. Whereas conventional information processing is limited by assumptions of probability distribution and interpretation, Deep Learning technology helps us discover complex patterns in data in a model-free manner so as to assist machines and humans in making better decisions. Artificial intelligence is the new steam engine (and big data is the new oil) that will cause the fourth industrial revolution. This is the new mantra that’s being spread around the world by high-tech firms, technology evangelists, and other influencers and decision- makers. It is not the first time we have witnessed such enthusiastic expectations for AI. The first wave of artificial intelligence methods utilizing neural networks was accompanied by the 1980s with the advent of the backpropagation algorithm, though it made limited contributions, mainly due to expensive computing power. The new wave promises to have a far greater impact because of the enhancements that have been made to technological frameworks for both hardware and software, and greater acceptance in the societal and economic context. The key factor of this renewed belief in the field of deep learning is the astonishing results that it has achieved in a wide range of applications