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Depends on the market. My market case study is easy. What matters for us is that you can back up the algorithms/techniques you use or mention. We don’t judge on how fancy the solution is. For instance, don’t say you can do NNs if you’re not prepared to discuss overfitting strategies, architectures, or deployments. Stick to what you know (even if it’s just logistic regression), and be curious about what you don’t.