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1. Why is it important to select the right root object when you use the dataset builder?
A) The root object determines who can see the dataset.
B) The root object determines what related objects you can add to the dataset.
C) The root object determines what app the dataset is saved in.
D) Only data from the root object can be included in the dataset.
2. After the initial creation of a story, the first story insight explains 93% of the variation of the outcome variable. This is unusual high?
What is the most likely multiple for this?
A) The dataset contains multiple dominant values.
B) The dataset used in the story suffers from too many outlier values.
C) The dataset contains too many rows.
D) The outcome variable is causing data leakage.
3. A dataset for building the Einstein Discovery story contains 72 fields that are potentially relevant predictors.
Which approach is considered best practice to assess the top predictors in order to get to a meaningful and robust model?
A) This dataset is too big and cannot be used in Einstein Discovery. Request a new dataset with fewer predictors.
B) Build a story with a first set of predictors and assess which predictors are important to the story. Then drop the less important ones and add the predictors that were omitted in the first run and assess their impact.
C) Go back to the data preparation and reduce the number of fields to less than 30 in order to produce a story.
D) Build the story with all the predictors and indicate that Einstein Discovery should show the top predictors.
4. What is an Einstein Discovery story?
A) A collection of graphs, statistical analysis, and text that helps you understand the relationships between a single outcome variable and the factors that influence that variable
B) An account of imaginary or real people and events told for entertainment
C) A collection of graphs, statistical analysis, and text that proves exactly what caused an outcome
D) A collection of graphs, statistical analysis, and text that helps you understand the relationships between multiple outcome variables and the factors that influence those variables
5. Results from an Einstein Discovary story are reviewed with a business user. They agree with the findings but noticed that none of the fields used in the story have a correlation value greater than 4%. The client is now concerned that the model may not be good enough to next steps?
A) Proceed with deployment if the model quality metric values ire sufficient.
B) Edit the model accuracy settings and rerun the story.
C) Rerun and update the story with a different algorithm.
D) Identify additional data that may have a stronger relationship with the outcome variable.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: A,D |
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