Cryptocurrency Market Forecasting With Catboost Models - Couverture souple

Chen, Heng

Couverture souple

ISBN 10 : 9815305530 ISBN 13 : 9789815305531

Editeur : Bentham Science Publishers, 2025

Synopsis

Cryptocurrency Market Forecasting With Catboost Models explores the intersection of Financial Technology (FinTech) and Big Data Analytics, specifically their impact on cryptocurrency market predictions. It also discusses advanced machine learning techniques, such as the Catboost model, and the evolving landscape of technologies like quantum computing and blockchain.

The book outlines the role of digital transformation in finance by introducing FinTech and its evolution. It then covers cryptocurrency market forecasting, addressing its unique challenges and opportunities. Detailed chapters follow the Catboost model, covering its features, practical applications, and advantages. Essential topics include data cleaning, feature engineering, and data preprocessing for robust predictive models. The book also explores big data analytics, distributed computing frameworks, and ethical considerations in AI for market predictions. Real-world case studies illustrate key concepts, concluding with a forward-looking analysis of emerging technologies.

Key Features:
- Comprehensive coverage of FinTech and its impact on market predictions.
- Detailed explanation and practical applications of the Catboost model.
- Insights into data preprocessing, feature engineering, and model evaluation.
- Exploration of big data analytics and distributed computing in finance.
- Discussion of ethical considerations and regulatory challenges in AI for market predictions.
- Real-world case studies and examples.

Détails de l'édition

• Éditeur: Bentham Science Publishers
• Date d'édition: 2025
• Langue: anglais
• ISBN 10: 9815305530
• ISBN 13: 9789815305531
• Reliure: Broché
• Nombre de pages: 179
• Coordonnées du fabricant: Manufactured by Amazon on behalf of the author; https://www.amazon.fr/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Luxembourg