دانلود کتاب یادگیری عمیق برای امور مالی

Machine learning and deep learning have completely changed the finance industry in recent years. The different learning models are well suited to a world where data is abundant and continuous. Data is the new gold, and its value keeps rising as proper analyses lead to key business decisions, which are the driver of economic shifts. The rise of quantitative funds is living proof that the world of data science has much to offer to the trading world. After fundamental and technical traders, a new breed of leaders of the universe is emerging. These are the quantitative traders who rely on machine-based algorithms with extremely complex operations that seek to forecast and outperform the markets. This book covers in detail the subject of deep learning for finance. I have spent my career researching trading strategies, techniques, and all things related to the financial world. Through the years, I have become familiar with a few algorithmic models that have the potential of adding value to the trading framework. In this book, I discuss different learning models and their applications in the trading world, with a focus on deep learning and neural networks. My main aim is to cover them in such a way that everyone understands how they function. Machines can perform operations and detection better than humans for many reasons, one of which is their objectivity. This means that one of the key skills you will learn is how to use Python to create the algorithms required to do such operations. As mentioned, my objective is to provide a comprehensive introduction to the use of deep learning in finance. I do this by discussing a wide range of topics, including data science, trading, machine and deep learning models, and reinforcement learning applications for trading. The book begins with an overview of the field of data science and its role in the finance world. It then delves into the knowledge requirements, such as statistics, math, and Python, before focusing on how to use machine and deep learning in trading strategies.