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ML Breadth Orals — Linear / Logistic / Random Forest / Optimizers

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Applied Scientist phone-screen / breadth round that drills classical ML: linear regression assumptions, why squared loss, logistic regression with log loss, Random Forest feature selection, Adam vs SG...