Data Science with Python: AI Applications for Finance
Data Science with Python: AI Applications for Finance by Hayden Van Der Post, Reactive Publishing
English | April 5, 2025 | ASIN: B0F3VKKRXL | 725 pages | EPUB | 0.62 Mb
English | April 5, 2025 | ASIN: B0F3VKKRXL | 725 pages | EPUB | 0.62 Mb
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
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.
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