{"blocks": [{"key": "f4a75222", "text": "Scenario", "type": "header-two", "depth": 0, "inlineStyleRanges": [], "entityRanges": [], "data": {}}, {"key": "78622904", "text": "You must build a model that predicts daily energy consumption for utility clients.", "type": "unstyled", "depth": 0, "inlineStyleRanges": [], "entityRanges": [], "data": {}}, {"key": "347e7dca", "text": "Question", "type": "header-two", "depth": 0, "inlineStyleRanges": [], "entityRanges": [], "data": {}}, {"key": "a1c7bb9a", "text": "Detail every step you would take to build a regression model from raw data all the way to production: data acquisition, EDA, feature engineering, model selection, training, validation, deployment, and monitoring.", "type": "unstyled", "depth": 0, "inlineStyleRanges": [], "entityRanges": [], "data": {}}, {"key": "c1575100", "text": "Hints", "type": "header-two", "depth": 0, "inlineStyleRanges": [], "entityRanges": [], "data": {}}, {"key": "958c72ba", "text": "Mention baselines, cross-validation, feature scaling, residual analysis, retraining triggers.", "type": "unstyled", "depth": 0, "inlineStyleRanges": [], "entityRanges": [], "data": {}}], "entityMap": {}}