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Titlebook: Machine Learning for Economics and Finance in TensorFlow 2; Deep Learning Models Isaiah Hull Book 2021 Isaiah Hull 2021 Machine Learning.Da

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發(fā)表于 2025-3-21 19:02:49 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Machine Learning for Economics and Finance in TensorFlow 2
副標(biāo)題Deep Learning Models
編輯Isaiah Hull
視頻videohttp://file.papertrans.cn/621/620617/620617.mp4
概述Gain a full pipeline of tools needed to structure and develop an ML economics project.Apply a variety of deep learning models to economic problems with an empirical dimension.Define and solve any math
圖書封面Titlebook: Machine Learning for Economics and Finance in TensorFlow 2; Deep Learning Models Isaiah Hull Book 2021 Isaiah Hull 2021 Machine Learning.Da
描述Machine learning has taken time to move into the space of academic economics. This is because empirical research in economics is concentrated on the identification of causal relationships in parsimonious statistical models; whereas machine learning is oriented towards prediction and is generally uninterested in either causality or parsimony. That leaves a gap for students, academics, and professionals who lack a standard reference on machine learning for economics and finance..This book focuses on economic and financial problems with an empirical dimension, where machine learning methods may offer something of value. This includes coverage of a variety of discriminative deep learning models (DNNs, CNNs, LSTMs, and DQNs), generative machine learning models (GANs and VAEs), and tree-based models. It also covers the intersection of empirical methods in economics and machine learning, including regression analysis, natural language processing, and dimensionality reduction..TensorFlow offers a toolset that can be used to define and solve any graph-based model, including those commonly used in economics. This book is structured to teach through a sequence of complete examples, each frame
出版日期Book 2021
關(guān)鍵詞Machine Learning; Data Science; Big Data; Economics; Finance; TesnorFlow; Deep Learning; Text Analysis; Natu
版次1
doihttps://doi.org/10.1007/978-1-4842-6373-0
isbn_softcover978-1-4842-6372-3
isbn_ebook978-1-4842-6373-0
copyrightIsaiah Hull 2021
The information of publication is updating

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沙發(fā)
發(fā)表于 2025-3-21 22:48:30 | 只看該作者
Isaiah Hulllen, Strukturformeln und BeispieleVerschimmelte Lebensmittel sind nicht nur wenig appetitlich, sie stellen auch ein erhebliches wirtschaftliches und gesundheitliches Problem dar. Am bekanntesten sind die hochtoxischen Aflatoxine, die auch eine krebserregende Wirkung haben. Die Folgen von derart verd
板凳
發(fā)表于 2025-3-22 02:49:34 | 只看該作者
Isaiah Hulllen, Strukturformeln und BeispieleVerschimmelte Lebensmittel sind nicht nur wenig appetitlich, sie stellen auch ein erhebliches wirtschaftliches und gesundheitliches Problem dar. Am bekanntesten sind die hochtoxischen Aflatoxine, die auch eine krebserregende Wirkung haben. Die Folgen von derart verd
地板
發(fā)表于 2025-3-22 07:14:21 | 只看該作者
Isaiah Hulllen, Strukturformeln und BeispieleVerschimmelte Lebensmittel sind nicht nur wenig appetitlich, sie stellen auch ein erhebliches wirtschaftliches und gesundheitliches Problem dar. Am bekanntesten sind die hochtoxischen Aflatoxine, die auch eine krebserregende Wirkung haben. Die Folgen von derart verd
5#
發(fā)表于 2025-3-22 09:16:00 | 只看該作者
6#
發(fā)表于 2025-3-22 13:44:46 | 只看該作者
TensorFlow 2, 2, which was a substantial departure from TensorFlow 1. In this chapter, we will introduce TensorFlow 2, explain how it can be used in economics and finance, and then review preliminary material that will be necessary for understanding the material in later chapters. .
7#
發(fā)表于 2025-3-22 17:19:09 | 只看該作者
Machine Learning and Economics,ines have a shared interest in forecasting, they often approach it with different preferences and objectives. In this chapter, we‘ll?review the emerging?literature that connects machine learning and economics. Rather than applying machine learning to economic problems in TensorFlow, as we do in the
8#
發(fā)表于 2025-3-22 21:52:05 | 只看該作者
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發(fā)表于 2025-3-23 03:15:53 | 只看該作者
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發(fā)表于 2025-3-23 09:20:20 | 只看該作者
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