Indian Institute of Technology Kanpur

AI for Finance

Indian Institute of Technology Kanpur

Fintech

Application Deadline Approaching

Last date to apply: October 30, 2026 · Program starts on November 1, 2026

About Programme

Explore how AI is transforming insurance, banking, investing, & financial decisions.
Master ChatGPT, Claude, NotebookLM, Gemini, and AI tools to support real-time financial workflows.
Create AI-powered finance projects with real data, dashboards, and automated guided automation.
Understand AI-driven forecasting and detection of fraud and credit risk, without having to code.
Get hands-on experience with Google Colab, Sheets, n8n, and AI Studio.
Create an AI finance assistant who can answer questions using actual financial reports.
Learn live from industry experts with IIT/NIT faculty masterclasses.

What you'll learn

Use AI to Perform Financial Analysis and Generate Reports Faster and More Efficiently.
Develop Practical AI Skills Valued Across Finance, Banking, and Fintech Industries.
Analyze Financial Statements, Company Reports, and Market Data Using Modern AI Tools.
Make Smarter Financial Decisions with AI-Powered Forecasting, Risk Analysis, and Decision Support.
Build the Confidence to Apply AI Responsibly in Modern Finance, Banking, and Fintech Roles.
Understand How Leading Financial Institutions Use AI for Fraud Detection, Risk Management, and Compliance.

Skills you'll gain

AI-Powered Financial AnalysisFinancial Statement InterpretationAI Prompt Engineering for FinanceFinancial Forecasting & Predictive AnalyticsCredit Risk AssessmentFraud Detection & Anomaly AnalysisInvestment Research & Portfolio AnalysisAI-Driven Workflow AutomationFinancial Dashboard DevelopmentAI Tools for Finance (ChatGPT, Claude, Gemini & NotebookLM)AI-Assisted Financial ReportingAI Governance, Ethics & Data PrivacyAI-Powered Decision MakingAI Project & Capstone Development

Programme Content

Topics Covered

  • Understand the Evolution of AI in Finance and Its Growing Role Across Banking, Investments, and Insurance.
  • Explore How AI Processes Large-Scale Financial Data and Supports Intelligent Decision-Making.
  • Learn About India's AI Adoption Through RBI, SEBI, and NPCI Initiatives.
  • Understand the Opportunities and Challenges AI Creates for Finance Professionals.

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    Topics Covered

  • Use ChatGPT, Claude, and Google NotebookLM for Financial Analysis and Reporting.
  • Explore AI-Enhanced Google Sheets for Financial Workflows.
  • Learn Prompt Engineering Techniques for Finance Applications.
  • Apply AI Tools to Analyze Real Financial Statements and Annual Reports.

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    Topics Covered

  • Understand Financial Data Sources Including Market Prices, Transactions, Financial Statements, and News Sentiment.
  • Explore AI-Based Pattern Recognition, Forecasting, and Predictive Analytics.
  • Learn Regression, Classification, Correlation, and Causation from a Financial Perspective.
  • Study Real-World AI Applications in Financial Forecasting and Banking.

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    Topics Covered

  • Understand AI-Based Credit Risk Assessment and Alternative Data Scoring.
  • Learn AI Techniques for Market Risk Monitoring and Fraud Detection.
  • Explore Anomaly Detection and Real-Time Transaction Monitoring.
  • Understand Model Explainability and AI Decision Transparency in Financial Services.

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    Topics Covered

  • Explore Robo-Advisory Platforms and AI-Driven Portfolio Management.
  • Understand Algorithmic Trading and Sentiment Analysis.
  • Learn AI-Based Stock Screening and Research Automation.
  • Study How Leading Investment Platforms Use AI to Improve Customer Experience.

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    Topics Covered

  • Understand Robotic Process Automation (RPA) for Financial Operations.
  • Explore AI Agents for Decision-Making and Intelligent Financial Workflows.
  • Learn Workflow Automation Using n8n and Google Apps Script.
  • Build AI-Assisted Financial Reporting and Portfolio Monitoring Workflows.

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    Topics Covered

  • Understand Bias, Fairness, and Ethical Challenges in AI-Driven Financial Decisions.
  • Learn Data Privacy Principles, the DPDP Act, and RBI AI Governance Guidelines.
  • Explore Explainable AI and Human-in-the-Loop Decision-Making.
  • Understand Responsible AI Practices for Modern Financial Services.

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    Topics Covered

  • Project 1: Build a Financial Dashboard Using a Real Company Dataset and Generate AI-Powered Financial Insights with Google NotebookLM or ChatGPT.
  • Project 2: Develop a Guided Credit Risk Assessment Model Using Google Colab and Evaluate Loan Applicants with AI-Assisted Scoring.
  • Project 3: Create an AI Finance Assistant Using the Gemini API to Answer Questions from a Company's Annual Report and Financial Statements.

    • Download Full Curriculum

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    AI for Finance | IIT Kanpur