Examtopics

Professional Machine Learning Engineer
  • Topic 1 Question 71

    You need to train a regression model based on a dataset containing 50,000 records that is stored in BigQuery. The data includes a total of 20 categorical and numerical features with a target variable that can include negative values. You need to minimize effort and training time while maximizing model performance. What approach should you take to train this regression model?

    • Create a custom TensorFlow DNN model

    • Use BQML XGBoost regression to train the model.

    • Use AutoML Tables to train the model without early stopping.

    • Use AutoML Tables to train the model with RMSLE as the optimization objective.


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