I took the course because I wanted to move from a junior analyst role into a more quantitative position. The practical sessions on Python for time‑series analysis were spot on – I built an automated back‑testing framework that I now use daily. The lecture notes were concise and the real‑world examples (like the Brexit impact study) made the theory feel relevant. It was a relaxed yet informative environment, and I left feeling confident about tackling complex derivative pricing.
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