Deep learning for finance creating machine & deep learning models for trading in Python
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...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
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Ascent Audio
2024
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| Ausgabe: | [First edition]. |
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| 520 | |a 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. | ||
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| spelling | Kaabar, Sofien VerfasserIn aut Deep learning for finance creating machine & deep learning models for trading in Python Sofien Kaabar [First edition]. [Place of publication not identified] Ascent Audio 2024 1 online resource (1 sound file (10 hr., 15 min.)) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; title from title details screen (O'Reilly, viewed April 29, 2024) 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. Electronic trading of securities Deep learning (Machine learning) Python (Computer program language) Valeurs mobilières ; Commerce électronique Apprentissage profond Python (Langage de programmation) Audiobooks Livres audio Chamberlain, Mike ErzählerIn nrt TUM01 ZDB-30-ORH TUM_PDA_ORH https://learning.oreilly.com/library/view/-/9781663735577/?ar X:ORHE Aggregator lizenzpflichtig Volltext |
| spellingShingle | Kaabar, Sofien Deep learning for finance creating machine & deep learning models for trading in Python Electronic trading of securities Deep learning (Machine learning) Python (Computer program language) Valeurs mobilières ; Commerce électronique Apprentissage profond Python (Langage de programmation) Audiobooks Livres audio |
| title | Deep learning for finance creating machine & deep learning models for trading in Python |
| title_auth | Deep learning for finance creating machine & deep learning models for trading in Python |
| title_exact_search | Deep learning for finance creating machine & deep learning models for trading in Python |
| title_full | Deep learning for finance creating machine & deep learning models for trading in Python Sofien Kaabar |
| title_fullStr | Deep learning for finance creating machine & deep learning models for trading in Python Sofien Kaabar |
| title_full_unstemmed | Deep learning for finance creating machine & deep learning models for trading in Python Sofien Kaabar |
| title_short | Deep learning for finance |
| title_sort | deep learning for finance creating machine deep learning models for trading in python |
| title_sub | creating machine & deep learning models for trading in Python |
| topic | Electronic trading of securities Deep learning (Machine learning) Python (Computer program language) Valeurs mobilières ; Commerce électronique Apprentissage profond Python (Langage de programmation) Audiobooks Livres audio |
| topic_facet | Electronic trading of securities Deep learning (Machine learning) Python (Computer program language) Valeurs mobilières ; Commerce électronique Apprentissage profond Python (Langage de programmation) Audiobooks Livres audio |
| url | https://learning.oreilly.com/library/view/-/9781663735577/?ar |
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