Banking & Fintech
AI for credit, fraud, payments and trading, and the rules banks follow in India.
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
RBI FREE-AI Committee Report: Responsible AI in Finance
The Reserve Bank of India's 2025 framework for using AI responsibly in banks and fintechs: its seven principles and 26 recommendations on governance, protection and assurance.
Reserve Bank of India
Advanced
Once the basics are comfortable.
From 750 Hours to 2 Hours: AI-Powered Security Triage at Razorpay
An article from Razorpay on From 750 Hours to 2 Hours: AI-Powered Security Triage at Razorpay. Best once you are comfortable with the basics of Banking & Fintech. It opens on the publisher's site in a new tab.
Razorpay
Hands on AI Trading with Python, QuantConnect, and AWS.
A video from QuantConnect on Hands on AI Trading with Python, QuantConnect, and AWS. Best once you are comfortable with the basics of Banking & Fintech. Includes worked code you can follow along with. It plays here in the portal, and your progress is saved as you watch.
QuantConnect
How We Refresh Razorpay's Data Warehouse 10x Faster with Graphs and Indexes
An article from Razorpay on How We Refresh Razorpay's Data Warehouse 10x Faster with Graphs and Indexes. Best once you are comfortable with the basics of Banking & Fintech. It opens on the publisher's site in a new tab.
Razorpay
Razorpay Oncall Agent: From 30-Minute Investigations to 90-Second AI Analysis
An article from Razorpay on Razorpay Oncall Agent: From 30-Minute Investigations to 90-Second AI Analysis. Best once you are comfortable with the basics of Banking & Fintech. It opens on the publisher's site in a new tab.
Razorpay
Turning Scattered Data Into Queryable Segments at Scale: How Razorpay Built Its Customer Data…
An article from Razorpay on Turning Scattered Data Into Queryable Segments at Scale: How Razorpay Built Its Customer Data…. Best once you are comfortable with the basics of Banking & Fintech. It opens on the publisher's site in a new tab.
Razorpay
Inside Razorpay’s RTO Model: The Engineering Behind its ML Lifecycle
An article from Razorpay on Inside Razorpay’s RTO Model: The Engineering Behind its ML Lifecycle. Best once you are comfortable with the basics of Banking & Fintech. It opens on the publisher's site in a new tab.
Razorpay
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
Home Credit Default Risk (Kaggle)
A real lending dataset and competition: predict which applicants will repay. Read the top public notebooks to learn credit-risk feature engineering.
Kaggle
IEEE-CIS Fraud Detection (Kaggle)
A large real-world payments dataset for detecting fraud, with an extreme class imbalance. The public notebooks show how fraud teams build features and models.
Kaggle
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.