Banking & Fintech

AI for credit, fraud, payments and trading, and the rules banks follow in India.

All levels Beginner Advanced Expert

Beginner

Start here. No background needed beyond school maths.

FinTech: Shaping the Financial World (MIT)

MIT Sloan course on how technology is changing finance: payments, lending, AI in banking, crypto and how regulators respond. Lecture videos and slides.

MIT OpenCourseWare

Advanced

Once the basics are comfortable.

Course Advanced ↗ External site

Advanced Financial Analytics (IIT Kanpur)

Data analysis for finance: returns and risk, portfolio analysis, forecasting and modelling financial data with Python. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.

NPTEL

Course Advanced ↗ External site

Machine Learning for Trading Specialization

Using machine learning and reinforcement learning to build and test trading strategies, from Google Cloud and the New York Institute of Finance. Free to audit on Coursera; the certificate is paid.

Coursera

Expert

Research-level depth and specialist material.

Course Expert ↗ External site

Topics in Mathematics with Applications in Finance (MIT 18.S096)

The maths behind quantitative finance (probability, time series, stochastic processes, portfolio theory), taught with real finance examples. Lecture videos and notes.

MIT OpenCourseWare

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