From Excel to Python for Investment Evaluations: Faster, Smarter, and More Reliable

Excel is intuitive, flexible and universally understood — and it quietly caps what a valuation can do. Where Python earns its place in investment analysis, where Excel still wins, and why a hybrid setup beats picking a side.