GenAI for Algorithmic Trading
Completed by Sourav Shrivastava
March 12, 2025
3 hours (approximately)
Sourav Shrivastava's account is verified. Coursera certifies their successful completion of GenAI for Algorithmic Trading
What you will learn
Implement generative AI techniques to analyze historical market data and generate insights that support both trading and research decisions.
Create and backtest trading strategies enhanced by GenAI, incorporating real-time data and predictive analytics to optimize decision-making.
Develop portfolio management strategies using GenAI to automate rebalancing, optimize allocations, and manage risk exposure effectively.
Employ GenAI to streamline and improve investment research processes, including sentiment analysis, trend analysis, and data-driven reporting.
Skills you will gain
- Category: Automation
- Category: Market Data
- Category: Risk Management
- Category: Portfolio Management
- Category: Research Reports
- Category: Real Time Data
- Category: Python Programming
- Category: Financial Trading
- Category: Market Trend
- Category: Recurrent Neural Networks (RNNs)
- Category: Generative AI
- Category: Applied Machine Learning

