EICTA, IIT Kanpur

Investment Management with GenAI & ML Applications

  • Master AI for Investment Management. Apply ML, GenAI, ML Knowledge Graphs, and agentic AI throughout the buy-side investment lifecycle.
  • Create a GenAI Analyst that can be deployed as an Agent. Use LLMs, RAG, prompt engineering, and hallucination control for controlled environments.
  • Make portfolio risk more intelligent. Utilize AI-enhanced scenarios and stress testing, while comparing ML against traditional optimizers.
  • Create an easily traceable AI to make portfolio-related decisions. Develop financial Knowledge Graphs and use GraphRAG to solve complex, multi-hop questions about investments.
  • Make portfolio risk more intelligent. Utilize AI-enhanced scenarios and stress testing, while comparing ML against traditional optimizers.
  • Learn about the regulatory aspect of AI. Understand model risk SHAP, LIME and pay attention while focusing on AI Governance with SEBI, RBI, MAS, and FCA.
  • Prove your skills with a real investment project. Create an AI Investment Strategy Memo covering ML model selection, GenAI architecture, and model governance.

Talk to our Counsellor

Live Online

Mode of Delivery

3 Months

Course Duration

₹ 50,000+GST

Course Fee

Nov 14, 2026

Start Date

What you'll learn

  • Understand How Machine Learning and Generative AI Enhance Research, Alpha Generation, Portfolio Management, Risk Analysis, and Investment Decision-Making.
  • Learn Supervised, Unsupervised, Time-Series, and Reinforcement Learning Techniques and Their Applications in Investment Workflows.
  • Build AI-Powered Research Workflows Using Large Language Models (LLMs), Prompt Engineering, and Retrieval-Augmented Generation (RAG).
  • Create Reliable AI Investment Analysts with LLMs and RAG While Reducing Hallucinations and Improving Response Accuracy.
  • Develop Knowledge Graphs and Apply GraphRAG to Generate Traceable Insights for Complex Investment Research.
  • Interpret AI-Driven Investment Models Using SHAP, LIME, and Attention-Based Explainability Techniques.

Skills you'll gain

AI-Driven Investment AnalysisGenAI & LLM Application AI Agent Development Knowledge Graph & GraphRAG AI-Powered Risk Analysis AI Model Explainability AI Governance & Model Risk AI Investment Leadership Applied Investment Strategy Portfolio Construction AI Investment Strategy & Leadership

Tools

Python
excel
Alpha-Vantage
Bloomberg
Capital-IQ
Kaggle_logo
Screenerr
TradingView
Yahoo Finance
Earn a Career Certificate
Receive a Course Completion Certificate upon completing all 8 modules, meeting the assessment requirements, and submitting the capstone project. Add this credential to your LinkedIn profile, resume, CV, and professional portfolio to demonstrate your skills in investment management, Generative AI, machine learning, Knowledge Graphs, AI applications, and model risk governance.
Certificate

Course Instructor

Vipin Chaudhary

Vipin Chaudhary

Industry Expert

Vipin Chaudhary is the Head of Data and Analytics for Non-Financial Risk at a leading American bank in Mumbai, specializing in Generative AI, Machine Learning, Semantics, and Business Intelligence. He is a graduate of the Indian Institute of Technology Kanpur and holds a postgraduate degree from the Indian Institute of Management Indore, with over 5 years of teaching experience.

Course Fee

Rs. 50000.00 +GST
Enroll Now

Learn From Investment Management & AI Experts

Learn from knowledgeable faculty and professionals to apply GenAI and ML to investment research, portfolio decision-making, risk management, along with financial and operational workflows.

Learn Through Real Investment Management Challenges

Investigate real-world examples of investment applications that demonstrate how AI can enhance alpha generation, research, portfolio construction, risk analysis, and model governance.

Flexible Online Investment Management Course

Learn AI/ML through live online weekend sessions with recorded access. This is designed specifically for investment professionals working full-time who require flexible learning.

Build an Industry-Relevant Investment AI Project

Apply your learning through a guided capstone and create an AI Investment Strategy Memo covering ML models, GenAI architecture, and model governance.

FAQs

Subscribe for expert insights and updates on the latest in emerging tech, directly from the thought leaders at EICTA consortium.