PMLE - Week 3

Which of the following refers to the type of data used in ML models?

• Labeled data

• Flagged data

• Unlabeled data

• Both Labeled & Unlabeled data

Which of the following networks is used in identifying faces, objects, and traffic signs?

• Artificial Neural Networks

• Recurrent Neural Networks

• Convolutional Neural Networks

• None of the options are correct

Which technique used to generate new data sets based on training data sets. The newly generated data set appears similar to the training data sets.

• GANS or Generative Adversarial Networks

• CNNs or Convolutional Neural Networks

• Clustering

• RNNs or Recurrent Neural Networks

Which of the following statements is correct for Explainable AI?

• It helps you better understand your model's data.

• It offers feature attributions to provide insights into why models generate predictions.

• It details the importance of one feature that a model uses as input to make predictions.

• It supports only pre-trained models based on tabular and image data.

Which of the following is not a component of Exploratory Data Analysis?

• Accounting and Summarizing

• Anomaly Detection

• Statistical Analysis and Clustering

• Hyperparameter tuning

MAE, MAPE, RMSE, RMSLE and R2 are all available as test examples in the Evaluate section of Vertex AI and are common examples of what type of metric?

• Classification Metrics

• Clustering Metrics

• Linear Regression Metrics

• Decision Trees Progression Metrics

Which of these BigQuery supported classification models is most relevant for predicting binary results, such as True/False?

• DNN Classifier (TensorFlow)

• XGBoost

• Logistic Regression

• AutoML Tables