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| Online-Ressource |
Verfasst von: | Kaabar, Sofien [VerfasserIn]  |
Titel: | Deep learning for finance |
Titelzusatz: | creating machine & deep learning models for trading in Python |
Mitwirkende: | Chamberlain, Mike [ErzählerIn]  |
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 |
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Lokale URL UB: | Zum Volltext |
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| Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg |
| Bestellen/Vormerken für Benutzer des Klinikums Mannheim Eigene Kennung erforderlich |
Bibliothek/Idn: | UW / m4533724043 |
Lokale URL Inst.: | Zum Volltext |
978-1-6637-3557-7,1-6637-3557-3
Deep learning for finance / Kaabar, Sofien [VerfasserIn]; 2024 (Online-Ressource)
69219408