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NEW QUESTION: 1
You are analyzing a raw dataset that requires cleaning.
You must perform transformations and manipulations by using Azure Machine Learning Studio.
You need to identify the correct modules to perform the transformations.
Which modules should you choose? To answer, drag the appropriate modules to the correct scenarios. Each module may be used once, more than once, or not at all.
You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation

Box 1: Clean Missing Data
Box 2: SMOTE
Use the SMOTE module in Azure Machine Learning Studio to increase the number of underepresented cases in a dataset used for machine learning. SMOTE is a better way of increasing the number of rare cases than simply duplicating existing cases.
Box 3: Convert to Indicator Values
Use the Convert to Indicator Values module in Azure Machine Learning Studio. The purpose of this module is to convert columns that contain categorical values into a series of binary indicator columns that can more easily be used as features in a machine learning model.
Box 4: Remove Duplicate Rows
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/smote
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/convert-to-indicator-values

NEW QUESTION: 2
A company has a legacy application that outputs all logs to a local text file. Logs from all applications running on AWS must be continually monitored for security related messages.
What can be done to allow the company to deploy the legacy application on Amazon EC2 and still meet the monitoring requirement?
Please select:
A. Export the local text log files to CloudTrail. Create a Lambda function that queries the CloudTrail logs for security ' incidents using Athena.
B. Send the local text log files to CloudWatch Logs and configure a CloudWatch metric filter. Trigger cloudwatch alarms based on the metrics.
C. Install the Amazon inspector agent on any EC2 instance running the legacy application. Generate CloudWatch alerts a based on any Amazon inspector findings.
D. Create a Lambda function that mounts the EBS volume with the logs and scans the logs for security incidents. Trigger the function every 5 minutes with a scheduled Cloudwatch event.
Answer: B
Explanation:
One can send the log files to Cloudwatch Logs. Log files can also be sent from On-premise servers. You can then specify metrii to search the logs for any specific values. And then create alarms based on these metrics.
Option A is invalid because this will be just a long over drawn process to achieve this requirement Option C is invalid because AWS Inspector cannot be used to monitor for security related messages.
Option D is invalid because files cannot be exported to AWS Cloudtrail
For more information on Cloudwatch logs agent please visit the below URL:
https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/QuickStartEC2lnstance.hti The correct answer is: Send the local text log files to Cloudwatch Logs and configure a Cloudwatch metric filter. Trigger cloudwatch alarms based on the metrics.
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NEW QUESTION: 3
You plan to execute the following code:

You need to identify how many rows will be in dbo.Table1 after you execute the code. How many rows should you identify?
A. 0
B. 1
C. 2
D. 3
Answer: D