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
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 analyticsStep-by-step implementations of machine learning and deep learning in trading, risk management, and portfolio optimizationReal-world case studies applying AI to fraud detection, robo-advisory systems, and algorithmic tradingTime series forecasting using LSTM, ARIMA, and ProphetHow to harness NLP for sentiment analysis on market data and news feedsDeployment strategies for scalable AI models in production environmentsEach 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.
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