Artificial Intelligence in Financial Markets: Predictive Models and Risk Management Strategies

This study examines how artificial intelligence (AI) is changing the financial markets, paying particular attention to risk management techniques and prediction models. The research uses an organized approach that includes preprocessing, building models, and gathering data. It also incorporates important ideas. Our results demonstrate the remarkable superiority of AI-driven models over conventional financial techniques, highlighting their effectiveness in risk management and market prediction. Sentiment research highlights the significance of market sentiment in financial decision-making and its predictive power. Along with outlining future options for the ongoing integration of AI in financial markets, such as improved AI methods, ethical frameworks, and practical application, this study also emphasizes significant ethical and regulatory concerns. AI will eventually change the financial environment by providing significant prospects for more resilient and dynamic strategies as it develops.