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Welcome to Peaks2Tails- A Complete Online Ecosystem to Master Quantitative & Risk Modelling. "Turning Risk into Opportunity."

Led by Karan Aggarwal (IIT | IIM | CFA | FRM | CQF), we make the toughest topics in finance intuitive: Credit Risk Modelling, IFRS 9 & ECL, Market Risk, Treasury & Liquidity Risk, Counterparty Credit Risk, Basel Regulations, Climate Risk, Quantitative Finance, Econometrics, Machine Learning & GenAI for Risk,  using rich visuals, step-by-step mathematical derivations, and end-to-end models built live in Microsoft Excel and Python.

What you'll find on this channel:
- Free webinars & masterclasses on Credit Risk, Market Risk & Quant Finance
- Hands-on model building in Excel & Python — PD, LGD, EAD, ECL, VaR & more
- FRM prep, career roadmaps & risk interview preparation
- AI, Machine Learning & GenAI applications in risk management

Trusted by 30,000+ learners worldwide, our alumni work at leading banks, consulting firms, and rating agencies across the globe.