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NEW QUESTION: 1
You have a dataset that contains 2,000 rows. You are building a machine learning classification model by using Azure Learning Studio. You add a Partition and Sample module to the experiment.
You need to configure the module. You must meet the following requirements:
* Divide the data into subsets
* Assign the rows into folds using a round-robin method
* Allow rows in the dataset to be reused
How should you configure the module? To answer, select the appropriate options in the dialog box in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Use the Split data into partitions option when you want to divide the dataset into subsets of the data. This option is also useful when you want to create a custom number of folds for cross-validation, or to split rows into several groups.
Add the Partition and Sample module to your experiment in Studio (classic), and connect the dataset.
For Partition or sample mode, select Assign to Folds.
Use replacement in the partitioning: Select this option if you want the sampled row to be put back into the pool of rows for potential reuse. As a result, the same row might be assigned to several folds.
If you do not use replacement (the default option), the sampled row is not put back into the pool of rows for potential reuse. As a result, each row can be assigned to only one fold.
Randomized split: Select this option if you want rows to be randomly assigned to folds.
If you do not select this option, rows are assigned to folds using the round-robin method.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/partition-and-sample
NEW QUESTION: 2
A company is preparing its annual budget and is estimating the number of units of Product A that it will sell in each quarter of year 2. Past experience has shown that the trend for sales of the product is represented by the following relationship:
y = a + bx where
y = number of sales units in the quarter a = 10,000 units b = 3,000 units x = the quarter number where 1
= quarter 1 of year 1
Actual sales of Product A in Year 1 were affected by seasonal variations and were as follows:
Quarter 1:14,000 units Quarter2: 18,000 units Quarter 3: 18,000 units Quarter 4: 20,000 units Calculate the expected sales of Product A (in units) for each quarter of year 2, after adjusting for seasonal variations using the additive model.
A. The expected sales for year 2 Quarter 4 was 32000 units
B. The expected sales for year 2 Quarter 4 was 33000 units
C. The expected sales for year 2 Quarter 4 was 40000 units
D. The expected sales for year 2 Quarter 4 was 32700 units
Answer: A
NEW QUESTION: 3
You are working as a Cloud Operations Administrator for your company. They have different Oracle Cloud Infrastructure (OCI) tenancies for development and production workloads. Each tenancy has resources in two regions - uk-london-1 and eu-frankfurt-1. You are asked to manage all resources and to automate all the tasks using OCI Command Line Interface (CLI).
Which is the most efficient method to manage multiple environments using OCI CLI?
A. Run OCI setup config to create new credentials for each environment every time you want to access the environment.
B. Create environment variables for the sets of credentials that align to each combination of tenancy, region, and environment.
C. Use different bash terminals for each environment.
D. Use OCI CLI profiles to create multiple set of credentials in your config file, and reference the appropriate profile at runtime.
Answer: D
Explanation:
Explanation
The Oracle Cloud Infrastructure CLI configuration file can contain several profiles. and you can create multiple profiles with different values, then you can specify which profile to load.
Example Configuration
[DEFAULT]
user=ocid1.user.oc1..<unique_ID>
fingerprint=<your_fingerprint>
key_file=~/.oci/oci_api_key.pem
tenancy=ocid1.tenancy.oc1..<unique_ID>
region=us-ashburn-1
[ADMIN_USER]
user=ocid1.user.oc1..<unique_ID>
fingerprint=<your_fingerprint>
key_file=keys/admin_key.pem
pass_phrase=<your_passphrase>
https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm The Oracle Cloud Infrastructure CLI supports the use of environment variables to specify default values for some options and allows you to set environment variables to provide certain information. but the CLI requires a configuration file, See CLI Environment Variables for more information.
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