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Verfasst von:Kaabar, Sofien [VerfasserIn]   i
Titel:Deep learning for finance
Titelzusatz:creating machine & deep learning models for trading in Python
Mitwirkende:Chamberlain, Mike [ErzählerIn]   i
Verf.angabe:Sofien Kaabar
Ausgabe:[First edition].
Verlagsort:[Place of publication not identified]
Verlag:Ascent Audio
Jahr:2024
Umfang:1 online resource (1 sound file (10 hr., 15 min.))
Fussnoten:Online resource; title from title details screen (O’Reilly, viewed April 29, 2024)
ISBN:978-1-6637-3557-7
 1-6637-3557-3
Abstract:Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorithms based on machine learning and reinforcement learning. Sofien Kaabar-financial author, trading consultant, and institutional market strategist-introduces deep learning strategies that combine technical and quantitative analyses. By fusing deep learning concepts with technical analysis, this unique book presents outside-the-box ideas in the world of financial trading. This A-Z guide also includes a full introduction to technical analysis, evaluating machine learning algorithms, and algorithm optimization. This book will help you to understand and create machine learning and deep learning models; explore the details behind reinforcement learning and see how it's used in time series; understand how to interpret performance evaluation metrics; examine technical analysis and learn how it works in financial markets; create technical indicators in Python and combine them with ML models for optimization; and evaluate the models' profitability and predictability to understand their limitations and potential.
URL:Aggregator: https://learning.oreilly.com/library/view/-/9781663735577/?ar
Datenträger:Online-Ressource
Sprache:eng
Sach-SW:Valeurs mobilières ; Commerce électronique
 Apprentissage profond
 Python (Langage de programmation)
 Audiobooks
 Livres audio
K10plus-PPN:1890485454
 
 
Lokale URL UB: Zum Volltext
 
 Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
 Klinikum MA Bestellen/Vormerken für Benutzer des Klinikums Mannheim
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Lokale URL Inst.: Zum Volltext

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