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EMC Dell Data Science Foundations Sample Questions (Q182-Q187):
NEW QUESTION # 182
Refer to exhibit.
You are asked to write a report on how specific variables impact your client's sales using a data set provided to you by the client. The data includes 15 variables that the client views as directly related to sales, and you are restricted to these variables only.
After a preliminary analysis of the data, the following findings were made:
1. Multicollinearity is not an issue among the variables
2. Only three variables A, B, and C have significant correlation with sales You build a linear regression model on the dependent variable of sales with the independent variables of A, B, and C. The results of the regression are seen in the exhibit. You cannot request additional data.
What is a way that you could try to increase the R2 of the model without artificially inflating it?
Answer: C
ย
NEW QUESTION # 183
How does Pig's use of a schema differ from that of a traditional RDBMS?
Answer: A
ย
NEW QUESTION # 184
In which lifecycle stage are test and training data sets created?
Answer: B
ย
NEW QUESTION # 185
Amajor health care company with 2,500 hospitals acquired a company with 1,500 hospitals. In the year following the company merger, all the health care records have been digitized and loaded into a new centralized data warehouse.
Each individual's health record now includes all doctor's notes and medical images taken. There are currently hundreds of models and reports in production that were built in the original data warehouse.
Since the merger, these models have become outdated and need to be re-evaluated. You have been assigned to update the models that predict the hospital visitation pattern and resource usage of individuals with chronic diseases.
Which steps of the analytic project should be performed in the database?
Answer: A
ย
NEW QUESTION # 186
What provides an extensive library of algorithm building tools to be used with the Hadoop ecosystem?
Answer: A
ย
NEW QUESTION # 187
......
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