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Why does financial risk so often look like a bell curve? In this video, we build an intuitive, visual understanding of the normal distribution and why it appears everywhere in finance — from returns and volatility to Value at Risk and stress testing. Without equations or jargon, we explore how risk becomes geometry: areas under curves, drift, volatility, and tail events. This is not about perfect models. It’s about useful intuition. Visual math. Financial risk. One curve. --------------------------------------------------------------------------------------------------------------------------- On this channel we look at finance through the lens of mathematics. With visual Manim animations in a 3Blue1Brown inspired style, we break down concepts from quantitative finance, financial mathematics and probability for finance into intuitive stories. Videos cover topics like option pricing, stochastic processes, portfolio theory, market risk, bonds, hedging, statistics for finance and applied probability. The goal is to make abstract formulas feel visual, concrete and useful for real world investing and risk management. Whether you are a finance student, a future quant, or just curious about how modern markets really work, these visual math explanations are for you. Music provided by Millennials Melody Originals Watch: https://b.link/whk4d Free Download / Stream: https://b.link/z8bvx