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Machine Learning in Algorithmic Trading - Kerem Yalç¿nkaya

English
2025-10-05
€22.97 €28.71

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Seminar paper from the year 2024 in the subject Economics - Finance, Justus-Liebig-University Giessen (Wirtschaftswissenschaften), course: Machine Learning in Finance, language: English, abstract: The aim of this paper is to examine the role of machine learning in algorithmic trading and to provide a general framework. The meaning of machine learning methods in algorithmic trading is analyzed based on four ... Full description

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Description

Seminar paper from the year 2024 in the subject Economics - Finance, Justus-Liebig-University Giessen (Wirtschaftswissenschaften), course: Machine Learning in Finance, language: English, abstract: The aim of this paper is to examine the role of machine learning in algorithmic trading and to provide a general framework. The meaning of machine learning methods in algorithmic trading is analyzed based on four main areas: high-frequency trading, predictive modeling, order execution, and portfolio management. The complexity of these methods is also discussed, as well as the explainability, understandability, and manageability of machine learning techniques.

More Information

Author Kerem Yalç¿nkaya
Publisher GRIN Verlag
Release year 2025
Cover type Softcover
EAN 9783389185001
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€22.97 €28.71