Data Science with Python: AI Applications for Finance - Softcover

Van Der Post, Hayden; Publishing, Reactive

Softcover

ISBN 13: 9798316915309

Verlag: Independently published, 2025

Inhaltsangabe

Reactive Publishing

In a world where algorithms dominate markets and data drives decisions, Data Science with Python: AI Applications for Finance equips you with the tools and techniques to lead the charge. Whether you're an aspiring quant, a financial analyst, or a seasoned professional looking to integrate cutting-edge AI into your workflow, this comprehensive guide delivers the essential knowledge you need to thrive in modern finance.

Inside, you'll explore:

• Core Python foundations tailored for financial modeling and analytics

• Step-by-step implementations of machine learning and deep learning in trading, risk management, and portfolio optimization

• Real-world case studies applying AI to fraud detection, robo-advisory systems, and algorithmic trading

• Time series forecasting using LSTM, ARIMA, and Prophet

• How to harness NLP for sentiment analysis on market data and news feeds

• Deployment strategies for scalable AI models in production environments

Each chapter blends theoretical insights with practical, hands-on Python code examples, ensuring you not only understand the concepts—but can build and deploy them immediately.

Whether you're building automated trading systems, enhancing financial decision-making, or preparing for the future of fintech, this book is your roadmap to mastering the intersection of AI, Python, and finance.

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 13: 9798316915309
• Einband: Taschenbuch
• Anzahl der Seiten: 710
• Kontakt zum Hersteller: Manufactured by Amazon on behalf of the author; https://www.amazon.de/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Luxemburg