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NEW QUESTION 1
You have a Microsoft SQI Server instance that has R Services (In Database) installed. The server has a comma separated values (CSV) file stored in the local file system.
For analytic purposes, you need to read the CSV file into a database table in the SQL Server instance.
You connect to the SQL Server instance by using SQL Server Management Studio.
What should you use from sp_execute_external_script?
- A. RxSqIServerData and specify the CSV file path in the connecting string.
- B. rxDataStep and specify the CSV lite path as the inFile argument
- C. rxImportToXdf and specify the CSV file as the input
- D. read.csv and specify the CSV file path as the parameter.
Answer: D
NEW QUESTION 2
You need to run a larger data tree model by using rsDForest. The model must use cross validation.
Which rxDForest option should you use?
- A. maxSurrogate
- B. maxNumBins
- C. maxDepth
- D. maxCompete
- E. xVal
Answer: E
Explanation: https://docs.microsoft.com/en-us/r-server/r/how-to-revoscaler-decision-tree
NEW QUESTION 3
Note: This question is part of a series of Questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, whale others might not have a correct solution-After you answer a question in this section, you will NOT be able to return to it- As a result, these questions will not appear in the review screen.
You use dplyrXdf and you discover that after you exit the session, the output files that were created were deleted. You need to prevent the files from being deleted.
Solution: You use dplyrXdf with the outFile parameter and specify a path other than the working directory for dplyrXdf.
Does this meet the goal?
- A. Yes
- B. No
Answer: A
NEW QUESTION 4
Note: This question is part of a series of Questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, whale others might not have a correct solution-After you answer a question in this section, you will NOT be able to return to it- As a result, these questions will not appear in the review screen.
You use dplyrXdf and you discover that after you exit the session, the output files that were created were deleted. You need to prevent the files from being deleted.
Solution: You remove all instances of the file.remove method.
Does this meet the goal?
- A. Yes
- B. No
Answer: B
NEW QUESTION 5
You are running a large logistic regression for 1,000 feature variables by using the logisticRegression0 function in the MicrosoftML package. All of the predictor variables are numeric.
Currently, you specify the input variables separately by using the following formula.
You discover that it takes 20 minutes to estimate each model.
You need to reduce the amount of time required to estimate each model without losing any information in the predictors.
What should you do?
- A. Use stepControl0 to perform stepwise regression to limit the number of variables that contribute to the model.
- B. Use selectFeatures0 to select the features that provide the most information about the outcome variable.
- C. Use princomp0 on the correlation matrix of Features, and then use only the first 100 principle components to reduce the number of input variables.
- D. Use concat0 to create a single array variable named Features, and then specify a newformula named Outcome - Features.
Answer: B
NEW QUESTION 6
HOTSPOT
Note: This question is part of a series of questions that use the same scenario. For your convenience, the scenario is repeated in each question. Each question presents a different goal and answer choices, but the text of the scenario is exactly the same in each question in this series.
Start of repeated scenario
You are developing a Microsoft R Open solution that will leverage the computing power of the database server for some of your datasets.
You are performing feature engineering and data preparation for the datasets. The following is a sample of the dataset.
End of repeated scenario
You plan to score some data to create data features to address empty rows. You have the following R code.
You need to transform the data and overwrite the current dataset.
Which R code segment should you use? To answer, select the appropriate options in the
answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation: 
NEW QUESTION 7
Note: This question is part of a series of Questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, whale others might not have a correct solution-After you answer a question in this section, you will NOT be able to return to it- As a result, these questions will not appear in the review screen.
You have a Microsoft SQL Server instance that has R Services (In-Database) installed. You need to monitor the R jobs that are sent to SQL Server.
Solution: You call a function from the RevoPemaR Package.
Does this meet the goal?
- A. Yes
- B. No
Answer: B
NEW QUESTION 8
Note: This question is part of a series of questions that use the same scenario. For your convenience, the scenario is repeated in each question. Each question presents a different goal and answer choices, but the text of the scenario is exactly the same in each question in this series.
Start of repeated scenario
You are developing a Microsoft R Open solution that will leverage the computing power of the database server for some of your datasets.
You are performing feature engineering and data preparation for the datasets. The following is a sample of the dataset.
End of repeated scenario
You need to analyze the dataset without the missing values. The solution must not remove the missing values from the dataset.
Which R code segment should you use?
- A. Option A
- B. Option B
- C. Option C
- D. Option D
Answer: A
NEW QUESTION 9
You perform an analysis that produces the decision tree shown in the exhibit.
How many leaf nodes are there on the tree?
- A. 2
- B. 3
- C. 5
- D. 7
Answer: B
NEW QUESTION 10
Note: This question is part of a series of Questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, whale others might not have a correct solution-After you answer a question in this section, you will NOT be able to return to it- As a result, these questions will not appear in the review screen.
You have a Microsoft SQL Server instance that has R Services (In-Database) installed. You need to monitor the R jobs that are sent to SQL Server.
Solution: You create an events trace configuration file and place the file in the same directory as the BXLServer process.
Does this meet the goal?
- A. Yes
- B. No
Answer: B
NEW QUESTION 11
Note: This question Is part of a series of questions that use the same or similar answer choice. An answer choice may be correct for more than one question in the series. Each question is independent of the other questions in this series.
Information and details provided In a question apply only to that question.
You need to evaluate the significance of coefficient that are produced by using a model that was estimated already.
Which function should you use?
- A. rxPredict
- B. rxLogit
- C. Summary
- D. rxLinMod
- E. rxTweedie
- F. stepAic
- G. rxTransform
- H. rxDataStep
Answer: D
Explanation: https://docs.microsoft.com/en-us/r-server/r/how-to-revoscaler-linear-model
NEW QUESTION 12
Note: This Question is part of a series of Questions that use the same or similar answer choices. An answer choice may be correct than one question in the series. Each question is independent of the other questions in this series. Information and details provided in a question apply only to that question.
You have a dataset that contains the physical characteristics of people.
You need to visualize a relationship between height and weight for a subset of observations in the dataset.
What should you use?
- A. the Describe package
- B. the rxHistogram function
- C. the rxSummary function
- D. the rxQuantile function
- E. the rxCube function
- F. the summary function
- G. the rxCrossTabs function
- H. the ggplot2 package
Answer: E
NEW QUESTION 13
You have cloud and on-premises resources that include Microsoft SQL Server and a big data environment in Apache Hadoop.
You have 50 billion fact records.
You need to build time series models to execute forecasting reports on the fact records. What should you use?
- A. RxSpark on the Hadoop cluster
- B. RxHadoopMR on the Hadoop cluster
- C. RxLocalseq on the SQL Server database
- D. RxLocalParallel on the SQL Server database
Answer: A
NEW QUESTION 14
Note: This question is part of a series of questions that use the same or similar answer choices. An answer choice may be correct for more than one question in the series. Each question is independent of the other questions in this series. Information and details provided in a question apply only to that question.
You need to calculate a measure of central tendency and variability for the variables in a dataset that is grouped by using another categorical variable.
What should you use?
- A. the Describe package
- B. the rxHistogram function
- C. the rxSummary function
- D. the rxQuantile function
- E. the rxCube function
- F. the summary function
- G. the rxCrossTabs function
- H. the ggplot2 package
Answer: C
NEW QUESTION 15
You have a dataset that has a character variable. You need to create a bag of counts of n-grams. Which function should you use?
- A. featurizeText0
- B. categoricalHash0
- C. concat0
- D. selcctFeatures0
- E. categorical0
Answer: A
Explanation: featurizeText: Produces a bag of counts of sequences of consecutive words, called n-grams, from a given
corpus of text. It offers language detection, tokenization, stopwords removing, text normalization and
feature generation.
NEW QUESTION 16
You are planning the compute contexts for your environment. You need to execute rx-function calls in parallel.
What are three possible compute contexts that you can use to achieve this goal? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
- A. local parallel
- B. Spark
- C. local sequential
- D. Map Reduce
- E. SQL
Answer: ABC
Explanation: https://docs.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-r-server-compute-contexts
NEW QUESTION 17
You have an Apache Hadoop Hive data warehouse. RevoScaleR is not installed. You need to sort the data according to the variables in the dataset.
What should you do?
- A. Connect to the database by using an ODBC connection, and then use the rxSort function.
- B. Create a table in the ORC file format.
- C. Connect to the database by using an ODBC connection, and then use the rxDataStep function.
- D. Execute a Hive query that sorts the data, and then reads the results.
Answer: D
NEW QUESTION 18
Note: This question is part of a series of Questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, whale others might not have a correct solution-After you answer a question in this section, you will NOT be able to return to it- As a result, these questions will not appear in the review screen.
You use dplyrXdf. and you discover that after you exit the session, the output files that were created were deleted. You need to prevent the files from being deleted.
Solution: You use rxSetComputeContext with the local parameter before performing operations that save results.
Does this meet the goal?
- A. Yes
- B. No
Answer: B
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