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Compare Quick Facts
Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
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English | Self Study | Video and Text Based |
Important dates
Certificate Exam Date
Start Date : 26 Apr, 2025
Courses and Certificate Fees
Certificate Availability | Certificate Providing Authority |
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yes | IIT Kanpur |
The Syllabus
- Introduction: financial markets
- Risk-Return Analysis in Investment Decisions – Measures of Risk and Return
- Market Microstructure and Liquidity (Order-drive vs. Quote-driven markets)
- Portfolio Optimization in the Mean-Variance Framework – Two Security Case
- Portfolio Optimization in the Mean-Variance Framework – Multi Security Case
- Market efficiency and behavioral finance
- Overview of AI and machine learning models
- Non-linear machine learning models, deep learning, and credit modeling
- Model risk management, back testing, model validation, and stress testing
- Robo advisory
- Social and quantitative investing
- Machine learning for asset management
- AI and machine learning in Trading execution and portfolio management
- AI and machine learning in regulatory compliance and supervision
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