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There are 40-60 exam questions in the DP-100 exam that you need to answer within 120 minutes. Exam questions have multiple-choice questions (multiple-choice and multiple-choice). The test languages are: English, Japanese, Chinese (Simplified), Korean, German, Chinese (Traditional), French, Spanish, Portuguese (Brazil), Russian, Arabic (Saudi Arabia), Italian, and Indonesian (Indonesia). It costs $165.

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Microsoft Certified: Azure Data Scientist Associate

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Online DP-100 Test Questions

QUESTION 1

You need to define a modeling strategy for ad response. Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Step 1: Implement a K-Means Clustering model
Step 2: Use the cluster as a feature in a Decision jungle model.
Decision jungles are non-parametric models, which can represent non-linear decision boundaries.
Step 3: Use the raw score as a feature in a Score Matchbox Recommender model

The goal of creating a recommendation system is to recommend one or more “items” to “users” of the system. Examples of an item could be a movie, restaurant, book, or song. A user could be a person, group of persons or other entity with item preferences.

Scenario:
Ad response rated declined.
Ad response models must be trained at the beginning of each event and applied during the sporting event.
Market segmentation models must optimize for similar ad response history.
Ad response models must support non-linear boundaries of features.

References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/multiclass-decision-jungle
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/score-matchbox-recommender

QUESTION 2

You are planning to make use of Azure Machine Learning designer to train models. You need to choose a suitable compute type. Recommendation: You choose the Inference cluster. Will the requirements be satisfied?

A. Yes
B. No

Correct Answer: B

Reference: https://docs.microsoft.com/en-us/azure/machine-learning/how-to-create-attach-compute-studio

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, while 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 on the review screen. You create a model to forecast weather conditions based on historical data. You need to create a pipeline that runs a processing script to load data from a datastore and pass the processed data to a machine learning model training script.

Solution: Run the following code:

Does the solution meet the goal?

A. Yes
B. No

Correct Answer: B

Note: Data used in the pipeline can be produced by one step and consumed in another step by providing a PipelineData object as an output of one step and input of one or more subsequent steps.
Compare with this example, the pipeline train step depends on the process_step_output output of the pipeline process step:

from azure ml.pipeline.core import Pipeline, PipelineData from azure ml.pipeline.steps import PythonScriptStep datastore = was.get_default_datastore()
process_step_output = PipelineData(“processed_data”, datastore=datastore) process_step =
PythonScriptStep(script_name=”process.py”, arguments=[“–data_for_train”, process_step_output],
outputs=[process_step_output],
compute_target=aml_compute,
source_directory=process_directory)
train_step = PythonScriptStep(script_name=”train.py”,
arguments=[“–data_for_train”, process_step_output],
inputs=[process_step_output],
compute_target=aml_compute,
source_directory=train_directory)
pipeline = Pipeline(workspace=ws, steps=[process_step, train_step])

Reference:
https://docs.microsoft.com/en-us/python/api/azureml-pipeline-core/azureml.pipeline.core.pipelinedata? view=azure-mlpy

QUESTION 4

You are a data scientist working for a bank and have used Azure ML to train and register a machine learning model that predicts whether a customer is likely to repay a loan. You want to understand how your model is making selections and must be sure that the model does not violate government regulations such as denying loans based on where an applicant lives.

You need to determine the extent to which each feature in the customer data is influencing predictions.
What should you do?

A. Enable data drift monitoring for the model and its training dataset.
B. Score the model against some test data with known label values and use the results to calculate a confusion matrix.
C. Use the Hyperdrive library to test the model with multiple hyperparameter values.
D. Use the interpretability package to generate an explainer for the model.
E. Add tags to the model registration indicating the names of the features in the training dataset.

Correct Answer: D

When you compute model explanations and visualize them, you\\’re not limited to an existing model for an automated ML model. You can also get a for your model with different test data. The steps in this section show you how to compute and visualize engineered feature importance based on your test data.

Incorrect Answers:
A: In the context of machine learning, data drift is the change in model input data that leads to model performance degradation. It is one of the top reasons why model accuracy degrades over time, thus monitoring data drift helps detect model performance issues.
B: A confusion matrix is used to describe the performance of a classification model. Each row displays the instances of the true, or actual class in your dataset, and each column represents the instances of the class that was predicted by the model.
C: Hyperparameters are adjustable parameters you choose for model training that guide the training process. The HyperDrive package helps you automate choosing these parameters.

Reference: https://docs.microsoft.com/en-us/azure/machine-learning/how-to-machine-learning-interpretability-automl

QUESTION 5

You plan to use a Python script to run an Azure Machine Learning experiment. The script creates a reference to the experiment run context, loads data from a file, identifies the set of unique values for the label column, and completes the experiment run:

from azure ml.core import Run import pandas as PD run = Run.get_context() data = PD.read_csv(\\’data.csv\\’) label_vals
= data[\\’label\\’].unique() # Add code to record metrics here run.complete()

The experiment must record the unique labels in the data as metrics for the run that can be reviewed later. You must add code to the script to record the unique label values as run metrics at the point indicated by the comment. Solution: Replace the comment with the following code:
run.log_table(\\’Label Values\\’, label_vals) Does the solution meet the goal?

A. Yes
B. No

Correct Answer: B

Instead, use the run_log function to log the contents in label_vals:
for label_val in label_vals: run.log(\\’Label Values\\’, label_val)

Reference: https://www.element61.be/en/resource/azure-machine-learning-services-complete-toolbox-ai

QUESTION 6

DRAG DROP
An organization uses Azure Machine Learning services and wants to expand its use of machine learning.
You have the following compute environments. The organization does not want to create another computing environment.

You need to determine which compute environment to use for the following scenarios. Which compute types should you use? To answer, drag the appropriate compute environments to the correct scenarios.
Each computing environment 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.

Box 1: nb_server Box 2: mlc_cluster With Azure Machine Learning, you can train your model on a variety of resources or environments, collectively referred to as compute targets. A compute target can be a local machine or a cloud resource, such as an Azure Machine Learning Compute, Azure HDInsight, or a remote virtual machine.

Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/concept-compute-target
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-set-up-training-targets

QUESTION 7

You need to select a feature extraction method. Which method should you use?

A. Mutual information
B. Pearson\’s correlation
C. Spearman correlation
D. Fisher Linear Discriminant Analysis

Correct Answer: C

Spearman\’s rank correlation coefficient assesses how well the relationship between two variables can be described using a monotonic function.

Note: Both Spearman\’s and Kendall\’s can be formulated as special cases of a more general correlation coefficient, and they are both appropriate in this scenario.

Scenario: The MedianValue and AvgRoomsInHouse columns both hold data in numeric format. You need to select a feature selection algorithm to analyze the relationship between the two columns in more detail.

Incorrect Answers:
B: The Spearman correlation between two variables is equal to the Pearson correlation between the rank values of those two variables; while Pearson\’s correlation assesses linear relationships, Spearman\’s correlation assesses monotonic relationships (whether linear or not).

References: https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/feature-selectionmodules

QUESTION 8

HOTSPOT
You need to identify the methods for dividing the data according to the testing requirements. Which properties should you select? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

Correct Answer:

Scenario: Testing
You must produce multiple partitions of a dataset based on sampling using the Partition and Sample module in Azure Machine Learning Studio.

Box 1: Assign to folds
Use Assign to folds 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.

Not Head: Use Head mode to get only the first n rows. This option is useful if you want to test a pipeline on a small number of rows, and don\\’t need the data to be balanced or sampled in any way.
Not Sampling: The Sampling option supports simple random sampling or stratified random sampling. This is useful if you want to create a smaller representative sample dataset for testing.

Box 2: Partition evenly
Specify the partitioner method: Indicate how you want data to be apportioned to each partition, using these options: Partition evenly: Use this option to place an equal number of rows in each partition. To specify the number of output partitions, type a whole number in the Specify number of folds to split evenly into the text box.

Reference: https://docs.microsoft.com/en-us/azure/machine-learning/algorithm-module-reference/partition-and-sample

QUESTION 9

You create a binary classification model. You need to evaluate the model performance. Which two metrics can you use? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

A. relative absolute error
B. precision
C. accuracy
D. mean absolute error
E. coefficient of determination

Correct Answer: BC

The evaluation metrics available for binary classification models are Accuracy, Precision, Recall, F1 Score, and AUC.
Note: A very natural question is: `Out of the individuals whom the model, how many were classified correctly (TP)?\\’ This question can be answered by looking at the Precision of the model, which is the proportion of positives that are classified correctly

Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio/evaluate-model-performance

QUESTION 10

HOTSPOT
You deploy a model in Azure Container Instance. You must use the Azure Machine Learning SDK to call the model API. You need to invoke the deployed model using native SDK classes and methods. How should you complete the command? To answer, select the appropriate options in the answer areas.

NOTE: Each correct selection is worth one point.
Hot Area:

Correct Answer:

QUESTION 11

HOTSPOT
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:
1. Divide the data into subsets
2. Assign the rows into folds using a round-robin method
3. 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.
Hot Area:

Correct Answer:

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 a 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

QUESTION 12

HOTSPOT
You need to configure the Edit Metadata module so that the structure of the datasets matches.
Which configuration options should you select? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.
Hot Area:

Correct Answer:

Box 1: Floating point
Need floating point for Median values.
Scenario: An initial investigation shows that the datasets are identical in structure apart from the MedianValue column. The smaller Paris dataset contains the MedianValue in text format, whereas the larger London dataset contains the MedianValue in numerical format.

Box 2: Unchanged Note: Select the Categorical option to specify that the values in the selected columns should be treated as categories. For example, you might have a column that contains the numbers 0,1, and 2, but know that the numbers actually mean “Smoker”, “Nonsmoker” and “Unknown”. In that case, by flagging the column as categorical you can ensure that the values are not used in numeric calculations, only to group data.

QUESTION 13

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, while 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 on the review screen.

You are a data scientist using Azure Machine Learning Studio.
You need to normalize values to produce an output column into bins to predict a target column.
Solution: Apply a Quantiles binning mode with a PQuantile normalization. Does the solution meet the goal?

A. Yes
B. No

Correct Answer: B

Use the Entropy MDL binning mode which has a target column.

References: https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/group-data-into-bins

Read more exam questions on this website.

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Abbreviation: 500-560 OCSE
Full Name: Cisco Networking: On-Premises and Cloud Solutions exam
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Exam language: English
Exam Duration: 60 minutes
Related Certifications: Cisco Express Specialization – Web Tracking
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Free Cisco 500-560 (OCSE) exam questions answers

QUESTION # 1

Which Cisco product is the network management system, foundational controller, and analytics platform all the center of …… network?

A. Cisco DNA Spaces
B. Cisco Meraki
C. Cisco DNA Center
D. Cisco Wireless Solutions

Correct Answer: C

QUESTION # 2

What options or options can customers use for multi-site management with Mobility Express?

A. WebUI
B. Prime 3.4 or DNA Center
C. mobile app
D. WebUI or mobile app

Correct Answer: B

QUESTION # 3

What is one charlatanistic differentiating the Meraki Dashboard from competing for network management interfaces?

A. comprehensive aggregator of multi-vendor networks
B. instantaneous access to virtualized applications
C. built-in live chat for on-demand troubleshooting support
D. centralized single pane of glass for access and management

Correct Answer: D

QUESTION # 4

Which Catalyst 9800 series controller would you recommend for a small branch and campus deployments up to 200 APs?

A. Catalyst 9800-SW
B. Catalyst 9800-CL
C. Catalyst 9800-40
D. Catalyst 9800-80

Correct Answer: A

QUESTION # 5

Which statement is true about Cisco Mobility Express?

A. It must be connected to a separate physical wireless controller to provide full enterprise features.
B. It can be deployed in under 10 minutes with an easy 3-stepover-the-air configuration wizard.
C. It comes with a simple, easy-to-use vManage dashboard.
D. Customers must purchase a license to support more than 50 APs.

Correct Answer: B

QUESTION # 6

What is the term given to cloud-brokered site-to-site VPN tunnels built using Cisco Meraki MX Security Appliances?

A. Auto-provisioning IPsec VPN (Auto VPN)
B. Secure Shell tunneling (SSH)
C. Generic Routing Encapsulation (GRE)
D. Dynamic Multipoint VPN (DMVPN)

Correct Answer: B

QUESTION # 7

Which product is considered part of the Cisco Meraki full-stack?

A. UCS servers
B. MR wireless access points
C. Aironet wireless access points
D. Catalyst switches

Correct Answer: B

QUESTION # 8

Which combination of MS switch models has supported physical stacking with each other?

A. MS120-8 and MS120-24
B. MS350-48 and MS350-24X
C. MS225-48 and MS350-48
D. MS225-24 and MS425-16

Correct Answer: B

QUESTION # 9

Which three product capabilities allow Cisco DNA Spaces to deliver business value?

A. Sense, Act, and Partner
B. View, Interpret, and Act
C. See, Anticipate and Respond
D. See, Act, and Extend

Correct Answer: D

QUESTION # 10

What is the one-way Catalyst 9200 that achieves IT simplicity?

A. view all network devices on a single pane of glass dashboard
B. remote wipe any device on the network
C. direct access devices wirelessly via OTA with Bluetooth
D. enable virtual stacking

Correct Answer: A

QUESTION # 11

What Cisco AirOS-based controller would you recommend to a customer who needs a physical controller for a network of up to 150 APIs?

A. Mobility Express
B. Cisco 8540
C. Cisco 3504
D. Cisco WLC

Correct Answer: C

QUESTION # 12

What feature of the Catalyst does 2960-L allow customers to get a small branch or office network running within minutes?

A. support for Cisco DNA center
B. on-box web interface for configuration
C. flexible deployments with StackWise-160
D. complete CLI support

Correct Answer: B

QUESTION # 13

What is the key architectural component that allows Cisco Meraki\’s data centers to be fully HIPAA and PCI compliant?

A. non-existent command-line interface
B. controller and server-free design
C. Layer 7 application fingerprinting
D. out-of-band control plane

Correct Answer: D

To continue checking out more Cisco 500-560 exam questions, here.

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QUESTION 1

HOTSPOT
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Box 1: No
Azure Active Directory (Azure AD) is a cloud-based user identity and authentication service.
Box 2: Yes
Microsoft 365 uses Azure Active Directory (Azure AD). Azure Active Directory (Azure AD) is included with your Microsoft 365 subscription.
Box 3: Yes
Azure Active Directory (Azure AD) is a cloud-based user identity and authentication service.

Reference:
https://docs.microsoft.com/en-us/microsoft-365/enterprise/about-microsoft-365-identity?view=o365-worldwide

QUESTION 2

What is a use case for implementing information barrier policies in Microsoft 365?

A. to restrict unauthenticated access to Microsoft 365
B. to restrict Microsoft Teams chats between certain groups within an organization
C. to restrict Microsoft Exchange Online email between certain groups within an organization
D. to restrict data sharing to external email recipients

Correct Answer: C

Reference: https://docs.microsoft.com/en-us/microsoft-365/compliance/information-barrierspolicies?view=o365-worldwide

QUESTION 3

DRAG DROP
Match the Azure networking service to the appropriate description.
To answer, drag the appropriate service from the column on the left to its description on the right. Each service may be
used once, more than once, or not at all.

NOTE: Each correct match is worth one point.
Select and Place:

Correct Answer:

Box 1: Azure Firewall
Azure Firewall provides Source Network Address Translation and Destination Network Address Translation.
Box 2: Azure Bastion
Azure Bastion provides secure and seamless RDP/SSH connectivity to your virtual machines directly from the Azure
portal over TLS.
Box 3: Network security group (NSG)

You can use an Azure network security group to filter network traffic to and from Azure resources in an Azure virtual
network.

Reference:
https://docs.microsoft.com/en-us/azure/networking/fundamentals/networking-overview
https://docs.microsoft.com/en-us/azure/bastion/bastion-overview https://docs.microsoft.com/enus/azure/firewall/features
https://docs.microsoft.com/en-us/azure/virtual-network/network-security-groups-overview

QUESTION 4

Which two tasks can you implement by using data loss prevention (DLP) policies in Microsoft 365? Each correct answer
presents a complete solution. NOTE: Each correct selection is worth one point.

A. Display policy tips to users who are about to violate your organization\\’s policies.
B. Enable disk encryption on endpoints.
C. Protect documents in Microsoft OneDrive that contain sensitive information.
D. Apply security baselines to devices.

Correct Answer: AC

Reference: https://docs.microsoft.com/en-us/microsoft-365/compliance/dlp-learn-about-dlp?view=o365-worldwide

QUESTION 5

Which Azure Active Directory (Azure AD) feature can you use to evaluate group membership and automatically remove
users that no longer require membership in a group?

A. access reviews
B. managed identities
C. conditional access policies
D. Azure AD Identity Protection

Correct Answer: A

Azure Active Directory (Azure AD) access reviews enable organizations to efficiently manage group memberships,
access to enterprise applications, and role assignments.

Reference: https://docs.microsoft.com/en-us/azure/active-directory/governance/access-reviews-overview

QUESTION 6

What should you use in the Microsoft 365 security center to view security trends and track the protection status of
identities?

A. Attack simulator
B. Reports
C. Hunting
D. Incidents

Correct Answer: B

Reference: https://docs.microsoft.com/en-us/microsoft-365/security/office-365-security/reports-and-insights-in-securityand-compliance?view=o365-worldwide

QUESTION 7

HOTSPOT
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:

Box 1: Yes
The MailItemsAccessed event is a mailbox auditing action and is triggered when mail data is accessed by mail protocols and mail clients.

Box 2: No Basic Audit retains audit records for 90 days.
Advanced Audit retains all Exchange, SharePoint, and Azure Active Directory audit records for one year.

This is accomplished by a default audit log retention policy that retains any audit record that contains the value of Exchange, SharePoint, or AzureActiveDirectory for the Workload property (which indicates the service in which the activity occurred) for one year.

Box 3: yes
Advanced Audit in Microsoft 365 provides high-bandwidth access to the Office 365 Management Activity API.

Reference:
https://docs.microsoft.com/en-us/microsoft-365/compliance/advanced-audit?view=o365-worldwide
https://docs.microsoft.com/en-us/microsoft-365/compliance/auditing-solutions-overview?view=o365-worldwide#licensingrequirements
https://docs.microsoft.com/en-us/office365/servicedescriptions/microsoft-365-service-descriptions/microsoft-365-tenantlevel-services-licensing-guidance/microsoft-365-security-compliance-licensing-guidance#advanced-audit

QUESTION 8

HOTSPOT
Select the answer that correctly completes the sentence.

Reference: https://docs.microsoft.com/en-us/microsoft-365/security/defender/threat-analytics?view=o365-worldwide

QUESTION 9

HOTSPOT
Select the answer that correctly completes the sentence.
Hot Area:

Reference: https://docs.microsoft.com/en-us/microsoft-365/security/defender/incidents-overview?view=o365-worldwide

QUESTION 10

Which Microsoft 365 compliance center feature can you use to identify all the documents on a Microsoft SharePoint
An online site that contains a specific keyword?

A. Audit
B. Compliance Manager
C. Content Search
D. Alerts

Correct Answer: C

The Content Search tool in the Security and Compliance Center can be used to quickly find emails in Exchange
mailboxes, documents in SharePoint sites and OneDrive locations, and instant messaging conversations in Skype for
Business.

The first step is to start using the Content Search tool to choose content locations to search and configure a keyword
query to search for specific items.

Reference:
https://docs.microsoft.com/en-us/microsoft-365/compliance/search-for-content?view=o365-worldwide

QUESTION 11

HOTSPOT
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Box 1: Yes Box 2: Yes Box 3: No
The Zero Trust model does not assume that everything behind the corporate firewall is safe, the Zero Trust model
assumes breach and verifies each request as though it originated from an uncontrolled network.

Reference:
https://docs.microsoft.com/en-us/security/zero-trust/

QUESTION 12

What can you use to provision Azure resources across multiple subscriptions in a consistent manner?

A. Azure Defender
B. Azure Blueprints
C. Azure Sentinel
D. Azure Policy

Correct Answer: B

Reference: https://docs.microsoft.com/en-us/azure/governance/blueprints/overview

QUESTION 13

HOTSPOT
Select the answer that correctly completes the sentence.

Reference: https://docs.microsoft.com/en-us/defender-for-identity/what-is

QUESTION 14

HOTSPOT
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:

Correct Answer:

Box 1: No
Box 2: Yes
Leaked Credentials indicate that the user\\’s valid credentials have been leaked.
Box 3: Yes
Multi-Factor Authentication can be required based on conditions, one of which is user risk.

Reference: https://docs.microsoft.com/en-us/azure/active-directory/identity-protection/overview-identity-protection
https://docs.microsoft.com/en-us/azure/active-directory/identity-protection/concept-identity-protection-risks
https://docs.microsoft.com/en-us/azure/active-directory/authentication/tutorial-risk-based-sspr-mfa

QUESTION 15

HOTSPOT
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:

Box 1: No Compliance Manager tracks Microsoft-managed controls, customer-managed controls, and shared controls.
Box 2: Yes
Box 3: Yes

Reference: https://docs.microsoft.com/en-us/microsoft-365/compliance/compliancemanager?view=o365-worldwide

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QUESTION 1 #

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,
while 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 on the review screen. You have two Azure SQL Database servers named Server1 and Server2. Each server contains an Azure SQL database named Database1.

You need to restore Database1 from Server1 to Server2. The solution must replace the existing Database1 on Server2.

Solution: From Microsoft SQL Server Management Studio (SSMS), you rename Database1 on Server2 as Database2.
From the Azure portal, you create a new database on Server2 by restoring the backup of Database1 from Server1, and
then you delete Database2.

Does this meet the goal?

A. Yes
B. No

Correct Answer: B

Instead, restore Database1 from Server1 to Server2 by using the RESTORE Transact-SQL command and the
REPLACE option.

Note: REPLACE should be used rarely and only after careful consideration. Restore normally prevents accidentally
overwriting a database with a different database.

If the database specified in a RESTORE statement already exists on the current server and the specified database family GUID differs from the database family GUID recorded in the backup set, the database is not restored. This is an important safeguard.

Reference: https://docs.microsoft.com/en-us/sql/t-sql/statements/restore-statements-transact-sql

QUESTION 2 #

You have a Microsoft SQL Server 2019 instance in an on-premises data center. The instance contains a 4- TB database
named DB1. You plan to migrate DB1 to an Azure SQL Database managed instance.

What should you use to minimize downtime and data loss during the migration?

A. distributed availability groups
B. database mirroring
C. log shipping
D. Database Migration Assistant

Correct Answer: D

QUESTION 3 #

You have a version-8.0 Azure Database for MySQL database.
You need to identify which database queries consume the most resources.
Which tool should you use?

A. Query Store
B. Metrics
C. Query Performance Insight
D. Alerts

Correct Answer: A

The Query Store feature in Azure Database for MySQL provides a way to track query performance over time. Query
Store simplifies performance troubleshooting by helping you quickly find the longest-running and most resource-intensive queries.

Query Store automatically captures a history of queries and runtime statistics, and it retains them for
your review. It separates data by time windows so that you can see database usage patterns. Data for all users,
databases, and queries are stored in the MySQL schema database in the Azure Database for MySQL instance.

Reference: https://docs.microsoft.com/en-us/azure/mysql/concepts-query-store

QUESTION 4 #

HOTSPOT
You have an Azure SQL database that contains a table named Customer. The customer has the columns shown in the
following table.

You plan to implement a dynamic data mask for the Customer_Phone column. The mask must meet the following
requirements:
1.
The first six numerals of each customer\’s phone number must be masked.
2.
The last four digits of each customer\’s phone number must be visible.
3.
Hyphens must be preserved and displayed.
How should you configure the dynamic data mask? To answer, select the appropriate options in the answer area.

Hot Area:

Correct Answer:

Box 1: 0 Custom String: Masking method that exposes the first and last letters and adds a custom padding string in the
middle. prefix,[padding],suffix

Box 2: xxx-xxx

Box 3: 5

Reference: https://docs.microsoft.com/en-us/sql/relational-databases/security/dynamic-data-masking

QUESTION 5 #

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,
while 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 an Azure Data Lake Storage account that contains a staging zone.
You need to design a daily process to ingest incremental data from the staging zone, transform the data by executing an R script, and then insert the transformed data into a data warehouse in Azure Synapse Analytics.

Solution: You use an Azure Data Factory schedule trigger to execute a pipeline that executes mapping data flow, and
then inserts the data into the data warehouse.

Does this meet the goal?

A. Yes
B. No

Correct Answer: B

If you need to transform data in a way that is not supported by Data Factory, you can create a custom activity, not a
mapping flow,5 with your own data processing logic, and use the activity in the pipeline. You can create a custom activity to run R scripts on your HDInsight cluster with R installed.

Reference: https://docs.microsoft.com/en-US/azure/data-factory/transform-data

QUESTION 6 #

You are planning disaster recovery for the failover group of an Azure SQL Database managed instance.
Your company\\’s SLA requires that the database in the failover group become available as quickly as possible if a
major outage occurs.

You set the Read/Write failover policy to Automatic.

What are the two results of the configuration? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

A. In the event of a data center or Azure regional outage, the databases will failover automatically.
B. In the event of an outage, the databases in the primary instance will fail over immediately.
C. In the event of an outage, you can selectively fail over individual databases.
D. In the event of an outage, you can set a different grace period to fail over each database.
E. In the event of an outage, the minimum delay for the databases to failover in the primary instance will be one hour.

Correct Answer: AE

A: Auto-failover groups allow you to manage replication and failover of a group of databases on a server or all
databases in a managed instance to another region.

E: Because verification of the scale of the outage and how quickly it can be mitigated involves human actions by the
operations team, the grace period cannot be set below one hour. This limitation applies to all databases in the failover
group regardless of their data synchronization state.

Incorrect Answers:
C: individual SQL Managed Instance databases cannot be added to or removed from a failover group.

Reference: https://docs.microsoft.com/en-us/azure/azure-sql/database/auto-failover-group-overview

QUESTION 7 #

You have an Azure Data Factory that contains 10 pipelines.
You need to label each pipeline with its main purpose of either ingest, transforming, or load. The labels must be available for grouping and filtering when using the monitoring experience in Data Factory.

What should you add to each pipeline?

A. an annotation
B. a resource tag
C. a run group ID
D. a user property
E. a correlation ID

Correct Answer: A

Azure Data Factory annotations help you easily filter different Azure Data Factory objects based on a tag. You can
define tags so you can see their performance or find errors faster.

Reference: https://www.techtalkcorner.com/monitor-azure-data-factory-annotations/

QUESTION 8 #

You have SQL Server on an Azure virtual machine that contains a database named DB1.
You view a plan summary that shows the duration in milliseconds of each execution of query 1178902 as shown in the
following exhibit:

What should you do to ensure that the query uses the execution plan which executes in the least amount of time?

A. Force the query execution plan for plan 1221065.
B. Run the DBCC FREEPROCCACHE command.
C. Force the query execution plan for plan 1220917.
D. Disable parameter sniffing.

Correct Answer: C

Reference: https://docs.microsoft.com/en-us/sql/relational-databases/performance/query-store-usage-scenarios

QUESTION 9 #

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,
while 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 an Azure Data Lake Storage account that contains a staging zone.
You need to design a daily process to ingest incremental data from the staging zone, transform the data by executing an R script, and then insert the transformed data into a data warehouse in Azure Synapse Analytics.

Solution: You use an Azure Data Factory schedule trigger to execute a pipeline that executes an Azure Databricks
notebook, and then inserts the data into the data warehouse.
Does this meet the goal?

A. Yes
B. No

Correct Answer: B

If you need to transform data in a way that is not supported by Data Factory, you can create a custom activity, not an
Azure Databricks notebook, with your own data processing logic and use the activity in the pipeline. You can create a
custom activity to run R scripts on your HDInsight cluster with R installed.

Reference: https://docs.microsoft.com/en-US/azure/data-factory/transform-data

QUESTION 10 #

You are designing a security model for an Azure Synapse Analytics dedicated SQL pool that will support multiple
companies.
You need to ensure that users from each company can view only the data of their respective companies.

Which two objects should you include in the solution? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A. a column encryption key
B. asymmetric keys
C. a function
D. a custom role-based access control (RBAC) role
E. a security policy

Correct Answer: DE

Azure RBAC is used to manage who can create, update, or delete the Synapse workspace and its SQL pools, Apache
Spark pools, and Integration runtimes.

Define and implement network security configurations for resources related to your dedicated SQL pool with Azure
Policy.

Reference:
https://docs.microsoft.com/en-us/azure/synapse-analytics/security/synapse-workspace-synapse-rbac
https://docs.microsoft.com/en-us/security/benchmark/azure/baselines/synapse-analytics-security-baseline

QUESTION 11 #

You are designing an enterprise data warehouse in Azure Synapse Analytics that will contain a table named Customers.
Customers will contain credit card information.

You need to recommend a solution to provide salespeople with the ability to view all the entries in Customers. The
the solution must prevent all the salespeople from viewing or inferring the credit card information.

What should you include in the recommendation?

A. row-level security
B. data masking
C. Always Encrypted
D. column-level security

Correct Answer: B

Azure SQL Database, Azure SQL Managed Instance, and Azure Synapse Analytics support dynamic data masking.
Dynamic data masking limits sensitive data exposure by masking it to non-privileged users.
The Credit card masking method exposes the last four digits of the designated fields and adds a constant string as a
prefix in the form of a credit card.

Example: XXXX-XXXX-XXXX-1234

QUESTION 12 #

You have an Azure Data Factory pipeline that is triggered hourly.
The pipeline has had 100% success for the past seven days.
The pipeline execution fails, and two retries that occur 15 minutes apart also fail. The third failure returns the following
error.

What is a possible cause of the error?

A. From 06:00 to 07:00 on January 10, 2021, there was no data in WWI/BIKES/CARBON.
B. The parameter used to generate year=2021/month=01/day=10/hour=06 was incorrect.
C. From 06:00 to 07:00 on January 10, 2021, the file format of data in WWI/BIKES/CARBON was incorrect.
D. The pipeline was triggered too early.

Correct Answer: B

A file is missing.

QUESTION 13 #

You have the following Azure Data Factory pipelines:

1. Ingest Data from System1
2. Ingest Data from System2
3. Populate Dimensions
4. Populate Facts

Ingest Data from System1 and Ingest Data from System2 have no dependencies. Populate Dimensions must execute
after Ingest Data from System1 and Ingest Data from System2. Populate Facts must execute after the Populate
Dimensions pipeline. All the pipelines must execute every eight hours.

What should you do to schedule the pipelines for execution?

A. Add a schedule trigger to all four pipelines.
B. Add an event trigger to all four pipelines.
C. Create a parent pipeline that contains the four pipelines and use an event trigger.
D. Create a parent pipeline that contains the four pipelines and use a schedule trigger.

Correct Answer: D

Reference: https://www.mssqltips.com/sqlservertip/6137/azure-data-factory-control-flow-activities-overview/

QUESTION 14 #

You are designing a dimension table in an Azure Synapse Analytics dedicated SQL pool.
You need to create a surrogate key for the table. The solution must provide the fastest query performance.
What should you use for the surrogate key?

A. an IDENTITY column
B. a GUID column
C. a sequence object

Correct Answer: A

A dedicated SQL pool supports many, but not all, of the table features offered by other databases. Surrogate keys are not supported. Implement it with an Identity column.

Reference: https://docs.microsoft.com/en-us/azure/synapse-analytics/sql-data-warehouse/sql-data-warehouse-tablesoverview

QUESTION 15 #

DRAG-DROP
You have SQL Server on an Azure virtual machine named SQL1.
SQL1 has an agent job to back up all databases.
You add a user named dbadmin1 as a SQL Server Agent operator.
You need to ensure that dbadmin1 receives an email alert if a job fails.

Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions
to the answer area and arrange them in the correct order.

Select and Place:

Correct Answer:

Step 1: Enable the email settings for the SQL Server Agent.
To send a notification in response to an alert, you must first configure SQL Server Agent to send mail.

Step 2: Create a job alert

Step 3: Create a job notification

Example:
— adds an e-mail notification for the specified alert (Test Alert)
— This example assumes that Test Alert already exists
— and that Franois Ajenstat is a valid operator name.
USE msdb ;
GO
EXEC dbo.sp_add_notification
@alert_name = N\\’Test Alert\\’,
@operator_name = N\\’Franois Ajenstat\\’,
@notification_method = 1 ;
GO

Reference:
https://docs.microsoft.com/en-us/sql/ssms/agent/notify-an-operator-of-job-status
https://docs.microsoft.com/en-us/sql/ssms/agent/assign-alerts-to-an-operator

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Update Microsoft MD-101 Exam Questions (2021.7)

QUESTION 1
Your company uses Windows Update for Business.
The research department has several computers that have specialized hardware and software installed.
You need to prevent the video drivers from being updated automatically by using Windows Update.
Solution: From the Settings app, you clear the Give me updates for other Microsoft products when I update the Windows
check box.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B
References: https://www.stigviewer.com/stig/microsoft_windows_server_2012_member_server/2013-07-25/finding/WN12-CC-000024


QUESTION 2
You need to ensure that feature and quality updates install automatically during a maintenance window. Solution: From
the Maintenance Scheduler settings, you configure Automatic Maintenance Random Delay. Does this meet the goal?
A. Yes
B. No
Correct Answer: A
Reference: https://docs.microsoft.com/en-us/sccm/sum/deploy-use/automatically-deploy-software-updates


QUESTION 3
Your company implements Microsoft Azure Active Directory (Azure AD), Microsoft 365, Microsoft Intune, and Azure
Information Protection.
The company\\’s security policy states the following:
Personal devices do not need to be enrolled in Intune.
Users must authenticate by using a PIN before they can access corporate email data.
Users can use their personal iOS and Android devices to access corporate cloud services.
Users must be prevented from copying corporate email data to a cloud storage service other than Microsoft OneDrive
for Business.
You need to configure a solution to enforce the security policy. What should you create?
A. a data loss prevention (DLP) policy from the Security and Compliance admin center
B. a supervision policy from the Security and Compliance admin center
C. an app protection policy from the Intune admin center
D. a device configuration profile from the Intune admin center
Correct Answer: C
References: https://docs.microsoft.com/en-us/intune/app-protection-policy

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Highly Rated Microsoft Role-based MD-101 Practice Questions Q1-Q13 For Free

QUESTION 1
HOTSPOT
Your network contains an Active Directory domain named constoso.com that is synced to Microsoft Azure Active
Directory (Azure AD). All computers are enrolled in Microsoft Intune.
The domain contains the computers shown in the following table.

md-101 exam questions-q1

You are evaluating which Intune actions you can use to reset the computers to run Windows 10 Enterprise with the
latest update.
Which computers can you reset by using each action? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

md-101 exam questions-q1-2

 Correct Answer:

md-101 exam questions-q1-3

Reference: https://docs.microsoft.com/en-us/intune/device-fresh-start https://docs.microsoft.com/en-us/intune/deviceswipe

QUESTION 2
Your network contains an Active Directory domain. The domain contains computers that run Windows 10 and are
enrolled in Microsoft Intune. Updates are deployed by using Windows Update for Business.
Users in a group named Group1 must meet the following requirements:
Update installations must occur any day only between 00:00 and 05:00.
Updates must be downloaded from Microsoft and from other company computers that already downloaded the updates.
You need to configure the Windows 10 Update Rings in Intune to meet the requirements.
Which two settings should you modify? To answer, select the appropriate settings in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

md-101 exam questions-q2

Correct Answer:

md-101 exam questions-q2-2

Reference: https://github.com/MicrosoftDocs/IntuneDocs/blob/master/intune/windows-update-settings.md https://docs.microsoft.com/en-us/intune/delivery-optimization-windows#move-from-existing-update-rings-to-delivery-optimization


QUESTION 3
What should you upgrade before you can configure the environment to support co-management?
A. the domain functional level
B. Configuration Manager
C. the domain controllers
D. Windows Server Update Services (WSUS)
Correct Answer: B
References: https://docs.microsoft.com/en-us/sccm/comanage/tutorial-co-manage-clients

QUESTION 4
Your company has an infrastructure that has the following:
A Microsoft 365 tenant
An Active Directory forest
Microsoft Store for Business
A Key Management Service (KMS) server
A Windows Deployment Services (WDS) server
A Microsoft Azure Active Directory (Azure AD) Premium tenant
The company purchases 100 new computers that run Windows 10.
You need to ensure that the new computers are joined automatically to Azure AD by using Windows AutoPilot.
What should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

md-101 exam questions-q4

Correct Answer:

md-101 exam questions-q4-2

Reference: https://docs.microsoft.com/en-us/intune/enrollment-autopilot


QUESTION 5
You need a new conditional access policy that has an assignment for Office 365 Exchange Online.
You need to configure the policy to meet the technical requirements for Group4.
Which two settings should you configure in the policy? To answer, select the appropriate settings in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

md-101 exam questions-q5

The policy needs to be applied to Group4 so we need to configure Users and Groups. The Access controls are set to
Block access

md-101 exam questions-q5-2

We therefore need to exclude compliant devices.
From the scenario:
Ensure that the users in a group named Group4 can only access Microsoft Exchange Online from devices that are
enrolled in Intune.
Note: When a device enrolls in Intune, the device information is updated in Azure AD to include the device compliance
status. This compliance status is used by conditional access policies to block or allow access to e-mail and other
organization resources.
References:
https://docs.microsoft.com/en-us/azure/active-directory/conditional-access/overview
https://docs.microsoft.com/en-us/azure/active-directory/conditional-access/conditions
https://docs.microsoft.com/en-us/intune/device-compliance-get-started

 QUESTION 6
Your network contains an Active Directory domain named contoso.com.
You create a provisioning package named Package1 as shown in the following exhibit.

md-101 exam questions-q6

What is the maximum number of devices on which you can run Package1 successfully?
B. 10
C. 25
D. unlimited
Correct Answer: B
The device name uses a single random number (applied by %RAND:1%). This allows for 10 unique values (0 ?9).

QUESTION 7
Your company uses Windows AutoPilot to configure the computer settings of computers issued to users.
A user named User1 has a computer named Computer1 that runs Windows 10. User1 leaves the company.
You plan to transfer the computer to a user named User2.
You need to ensure that when User2 first starts the computer, User2 is prompted to select the language setting and to
agree to the license agreement.
Solution: You create a new Windows AutoPilot self-deploying deployment profile.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B
Reference: https://docs.microsoft.com/en-us/windows/deployment/windows-autopilot/self-deploying

QUESTION 8
Your company purchases new computers that run Windows 10. The computers have cameras that support Windows
Hello for Business. You configure the Windows Hello for Business Group Policy settings as shown in the following
exhibit.

md-101 exam questions-q8

What are two valid methods a user can use to sign in? Each correct answer presents part of the solution. NOTE: Each
correct selection is worth one point.
A. Facial recognition
B. A smartwatch that is Bluetooth-enabled
C. A PIN
D. A USB key
Correct Answer: AC
Reference: https://community.windows.com/en-us/stories/windows-sign-in-options
https://fossbytes.com/how-to-unlock-windows-10/

QUESTION 9
Your company uses Windows AutoPilot to configure the computer settings of computers issued to users.
A user named User1 has a computer named Computer1 that runs Windows 10. User1 leaves the company.
You plan to transfer the computer to a user named User2.
You need to ensure that when User2 first starts the computer, User2 is prompted to select the language setting and to
agree to the license agreement.
Solution: You perform a remote Windows AutoPilot Reset.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B
Reference: https://docs.microsoft.com/en-us/windows/deployment/windows-autopilot/windows-autopilot-reset-remote

QUESTION 10
Your company has a System Center Configuration Manager deployment that uses hybrid mobile device management
(MDM). All Windows 10 devices are Active Directory domain-joined.
You plan to migrate from hybrid MDM to Microsoft Intune standalone.
You successfully run the Intune Data Importer tool.
You need to complete the migration.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
A. In Intune, add a device enrollment manager (DEM).
B. Change the tenant MDM authority to Intune.
C. Assign all users Intune licenses.
D. Create a new Intune tenant.
Correct Answer: BC
References: https://docs.microsoft.com/en-us/sccm/mdm/deploy-use/migrate-hybridmdm-to-intunesa
https://docs.microsoft.com/en-us/sccm/mdm/deploy-use/migrate-prepare-intune https://docs.microsoft.com/enus/sccm/mdm/deploy-use/change-mdm-authority

QUESTION 11
Your company uses Windows Update for Business.
The research department has several computers that have specialized hardware and software installed.
You need to prevent the video drivers from being updated automatically by using Windows Update.
Solution: From the Device Installation and Restrictions settings in a Group Policy object (GPO), you enable Prevent
installation of devices using drivers that match these device setup classes, and then you enter the device GUID.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B
References: https://www.stigviewer.com/stig/microsoft_windows_server_2012_member_server/2013-07-25/finding/WN12-CC-000024

QUESTION 12
Your company has a computer named Computer1 that runs Windows 10.
Computer1 was used by a user who left the company.
You plan to repurpose Computer1 and assign the computer to a new user. You need to redeploy Computer1 by using
Windows AutoPilot.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions
to the answer area and arrange them in the correct order.
Select and Place:

md-101 exam questions-q12

Correct Answer:

md-101 exam questions-q12-2

Reference: https://docs.microsoft.com/en-us/intune/enrollment-autopilot https://docs.microsoft.com/enus/windows/deployment/windows-autopilot/windows-autopilot-reset

QUESTION 13
You have 10 computers that run Windows 7 and have the following configurations:
A single MBR disk
A disabled TPM chip
Disabled hardware virtualization
UEFI firmware running in BIOS mode
Enabled Data Execution Prevention (DEP)
You plan to upgrade the computers to Windows 10.
You need to ensure that the computers can use Secure Boot.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
A. Convert the MBR disk to a GPT disk
B. Enable the TPM chip.
C. Disable DEP
D. Enable hardware virtualization
E. Convert the firmware from BIOS to UEFI.
Correct Answer: AE
Reference: https://docs.microsoft.com/en-us/windows-hardware/manufacture/desktop/boot-to-uefi-mode-or-legacy-biosmode

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QUESTION 1
You need to configure the server to optimize the afternoon report generation based on the OrderAnalysis cube. Which
property should you configure?
A. LowMemoryLimit
B. VertiPaqPagingPolicy
C. TotalMemoryLimit
D. VirtualMemoryLimit
Correct Answer: A
LowMemoryLimit: For multidimensional instances, a lower threshold at which the server first begins releasing memory
allocated to infrequently used objects.
From scenario: Reports that are generated based on data from the OrderAnalysis cube take more time to complete
when they are generated in the afternoon each day. You examine the server and observe that it is under significant
memory pressure.


QUESTION 2
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains
a unique solution. Determine whether the solution meets the stated goals.
You have an existing multidimensional cube that provides sales analysis. The users can slice by date, product, location,
customer, and employee.
The management team plans to evaluate sales employee performance relative to sales targets. You identify the
following metrics for employees:
You need to implement the KPI based on the Status expression.
Solution: You design the following solution:

70-768 q2

Does the solution meet the goal?
A. Yes
B. No
Correct Answer: A


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. Determine whether the solution meets the stated goals.
You have an existing multidimensional cube that provides sales analysis. The users can slice by date, product, location,
customer, and employee.
The management team plans to evaluate sales employee performance relative to sales targets. You identify the
following metrics for employees:
You need to implement the KPI based on the Status expression.
Solution: You design the following solution:

70-768 q3

Does the solution meet the goal?
A. Yes
B. No
Correct Answer: B

QUESTION 4
You are a business analyst for a retail company that uses a Microsoft SQL Server Analysis Services (SSAS)
multidimensional database to track sales. The database contains the following objects:

70-768 q4

Your company is developing a promotional plaque to recognize the top resellers in the top 10 cities where the company
does business. Each plaque must display the sales total for all resellers in the city. In addition, the plaque must display a
total for all cities not in the top 10.
You have the following requirements:
You need to provide the information needed for the promotional plaques.
How should you complete the MDX statement? To answer, drag the appropriate MDX segments to the correct locations.
Each MDX segment 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.
Select and Place:

70-768 q4-2

Correct Answer:

70-768 q4-3

Box 1:DYNAMIC SET Box 2:MEMBER Box 3:DYNAMIC SET Box 4:[Geography].[City].[City].members Box
5:[Measures].[Reseller Sales Amount] References: https://docs.microsoft.com/en-us/sql/mdx/aggregate-mdx


QUESTION 5
You need to configure the project option settings to minimize deployment time for the CustomerAnalysis data model.
What should you do? To answer, select the appropriate setting from each list in the answer area.
Hot Area:

70-768 q5

Correct Answer:

70-768 q5-2

Scenario:
Box 1, Processing option:Default
Process Default detects the process state of database objects, and performs processing necessary to deliver
unprocessed or partially processed objects to a fully processed state. If you change a data binding, Process Default will
do a
Process Full on the affected object.
Note: Processing Method This setting controls whether the deployed objects are processed after deployment and the
type of processing that will be performed. There are three processing options:
Default processing (default)
Full processing
None
Box 2, Transactional deployment: False
If this option is False, Analysis Services deploys the metadata changes in a single transaction, and deploys each
processing command in its own transaction.
Scenario: The CustomerAnalysis data model will contain a large amount of data and needs to be shared with other
developers even if a deployment fails. Each time you deploy a change during development, processing takes a long
time.
References: https://docs.microsoft.com/en-us/sql/analysis-services/multidimensionalmodels/deployment-script-filesspecifying-processing-options

QUESTION 6
A database named DB2 uses the InMemory query mode. Users frequently run the following query:

70-768 q6

You need to ensure no users see the PriorYearSales measure in the field list for the Sales table. What should you do?
A. Create a perspective, and ensure that the PriorYearSales measure is not added to the perspective. Ensure that users connect to the model by using the perspective.
B. Set the Display Folder property for PriorYearSales toHidden.
C. Remove the PriorYearSales measure from the default field set of the Sales table.
D. Create a role using Read permissions, and define a DAX expression to filter out the PriorYearSales measure. Add all
users to the role.
Correct Answer: A
Using perspectives in the data model might help you expose a subset of tables, columns, and measures that are useful
for a particular type of analysis. Usually, every user needs only a subset of data you create, and showing him or her the
model through perspectives can offer a better user experience.
From scenario; The PriorYearSales measure is referenced by other measures, and is not intended to be analyzed
directly by users.
References: Microsoft SQL Server 2012 Analysis Services, The BISM Tabular Model, Microsoft Press (July 2012), page 305

QUESTION 7
You have a Microsoft SQL Server Analysis Services (SSAS) multidimensional project. You are developing a dimension
that uses data from the following table:

70-768 q7

The ManagerKey column defines a foreign key constraint that references the EmployeeKey column. The table stores
employee history information by using slowly changing dimensions (SCD). Changes to EmployeeName, Phone, or
ManagerKey are managed as SCD Type 1 changes. Changes to SalesRegion are managed as SCD Type 2 changes.
You create the following attributes, and set the KeyColumns and NameColumn properties to the columns listed in the
table below:

70-768 q7-2

You need to add a parent-child hierarchy to the dimension to enable navigating the organization hierarchy.
In the table below, identify the attribute that you must use for each attribute usage type.
NOTE: Make only one selection in each column.
Hot Area:

70-768 q7-3

Correct Answer:

70-768 q7-3

The ManagerKey column, the Manager attribute, defines a foreign key constraint that references the EmployeeKey
column, the Employee attribute.

QUESTION 8
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains
a unique solution. Determine whether the solution meets the stated goals.
You have a Microsoft SQL Server Analysis Services (SSAS) multidimensional database that stores customer and order
data for customers in the United States only. The database contains the following objects:

70-768 q8

You must create a KPI named Large Sales Target that uses the Traffic Light indicator to display status. The KPI must
contain:

70-768 q8-2

Does the solution meet the goal?
A. Yes
B. No
Correct Answer: B

QUESTION 9
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 administer a Microsoft SQL Server Analysis Services (SSAS) tabular model for a travel agency that specializes in
vacation packages. Vacation bookings and packages are stored in a SQL Server database. You use the model as the
basis for customer emails that highlight vacation packages that are currently underbooked, or projected to be
underbooked.
The company plans to incorporate cruise ship vacation packages. Cruise ship vacation packages include new features
such as region availability and cruise line specialties that require changes to the tabular model.
You must ensure that the tabular model reflects the new vacation packages.
You need to configure the tabular data model.
What should you do?
A. Ensure that DirectQuery is enabled for the model.
B. Ensure that DirectQuery is disabled for the model.
C. Ensure that the Transactional Deployment property is set to True.
D. Ensure that the Transactional Deployment property is set to False.
E. Process the model in Process Full mode.
F. Process the model in Process Data mode.
G. Process the model in Process Defrag mode.
Correct Answer: E
Process Full processes an Analysis Services object and all the objects that it contains. When Process Full is executed
against an object that has already been processed, Analysis Services drops all data in the object, and then processes
the object. This kind of processing is required when a structural change has been made to an object, for example, when
an attribute hierarchy is added, deleted, or renamed.


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. Determine whether the solution meets the stated goals.
A company has an e-commerce website. When a customer places an order, information about the transaction is
inserted into tables in a Microsoft SQL Server relational database named OLTP1. The company has a SQL Server
Analysis
Services (SSAS) instance that is configured to use Tabular mode. SSAS uses data from OLTP1 to populate a data
model.
Sales analysts build reports based on the SSAS model. Reports must be able to access data as soon as it is available
in the relational database.
You need to configure and deploy an Analysis Services project to the Analysis Services instance that allows near realtime data source access.
Solution: In the Deployment Option property for the report, you set the Query Mode to InMemory.
Does the solution meet the goal?
A. Yes
B. No
Correct Answer: B
With InMemory the queries can use the cache only. References: https://msdn.microsoft.com/enus/library/hh230898(v=sql.120).aspx

QUESTION 11
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains
a unique solution. Determine whether the solution meets the stated goals.
You deploy a tabular data model to an instance of Microsoft SQL Server Analysis Services (SSAS). The model uses an
in-memory cache to store and query data. The data set is already the same size as the available RAM on the server.
Data volumes are likely to continue to increase rapidly.
Your data model contains multiple calculated tables.
The data model must begin processing each day at 2:00 and processing should be complete by 4:00 the same day. You
observe that the data processing operation often does not complete before 7:00. This is adversely affecting team
members.
You need to improve the performance.
Solution: Change the storage mode for the data model to DirectQuery.
Does the solution meet the goal?
A. Yes
B. No
Correct Answer: A
By default, tabular models use an in-memory cache to store and query data. When tabular models query data residing
in-memory, even complex queries can be incredibly fast. However, there are some limitations to using cached data.
Namely, large data sets can exceed available memory, and data freshness requirements can be difficult if not
impossible to achieve on a regular processing schedule.
DirectQuery overcomes these limitations while also leveraging RDBMS features making query execution more efficient.
With DirectQuery: +
Data is up-to-date, and there is no extra management overhead of having to maintain a separate copy of the data (in the
in-memory cache). Changes to the underlying source data can be immediately reflected in queries against the data
model. Datasets can be larger than the memory capacity of an Analysis Services server.
Etc.
References: https://docs.microsoft.com/en-us/sql/analysis-services/tabular-models/directquery-mode-ssas-tabular

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 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 have a Microsoft SQL Server Analysis Services (SSAS) instance that is configured to use multidimensional mode.
You create the following cube:

70-768 q12

Users need to be able to analyze sales by color.
You need to create a dimension that contains all of the colors for products sold by the company.
Which relationship type should you use between the InternetSales table and the new dimension?
A. no relationship
B. regular
C. fact
D. referenced
E. many-to-many
F. data mining
Correct Answer: B
A regular dimension relationship between a cube dimension and a measure group exists when the key column for the
dimension is joined directly to the fact table. References: https://docs.microsoft.com/en-us/sql/analysisservices/multidimensional-models-olap-logical-cube-objects/dimension-relationships

QUESTION 13
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 have a Microsoft SQL Server Analysis Services (SSAS) instance that is configured to use multidimensional mode.
You create the following cube:

70-768 q13

Users need to be able to analyze sales by product and color.
You need to create the dimension.
Which relationship type should you use between the InternetSales table and the new dimension?
A. no relationship
B. regular
C. fact
D. referenced
E. many-to-many
F. data mining
Correct Answer: D
A reference dimension relationship between a cube dimension and a measure group exists when the key column for the
dimension is joined indirectly to the fact table through a key in another dimension table, as shown in the following
illustration.

70-768 q13-2

A reference dimension relationship represents the relationship between dimension tables and a fact table in a snowflake
schema design. When dimension tables are connected in a snowflake schema, you can define a single dimension using
columns from multiple tables, or you can define separate dimensions based on the separate dimension tables and then
define a link between them using the reference dimension relationship setting. The following figure shows one fact table
named InternetSales, and two dimension tables called Customer and Geography, in a snowflake schema.

70-768 q13-3

You can create two dimensions related to the InternetSales measure group: a dimension based on the Customer table,
and a dimension based on the Geography table. You can then relate the Geography dimension to the InternetSales
measure group using a reference dimension relationship using the Customer dimension.

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Vendor: Microsoft
Certifications: Role-based
Exam Code: DP-100
Exam Name: Designing and Implementing a Data Science Solution on Azure

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QUESTION 1
DRAG DROP
An organization uses Azure Machine Learning service and wants to expand its use of machine learning.
You have the following compute environments. The organization does not want to create another compute
environment.

examprepwebinar dp-100 exam questions-q1

You need to determine which compute environment to use for the following scenarios.
Which compute types should you use? To answer, drag the appropriate compute environments to the correct scenarios.
Each computing environment 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.
Select and Place:

examprepwebinar dp-100 exam questions-q1-2

Box 1: nb_server Box 2: mlc_cluster With Azure Machine Learning, you can train your model on a variety of resources
or environments, collectively referred to as compute targets. A computing target can be a local machine or a cloud
resource, such as an Azure Machine Learning Compute, Azure HDInsight, or a remote virtual machine.

examprepwebinar dp-100 exam questions-q1-3

Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/concept-compute-target
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-set-up-training-targets

QUESTION 2
HOTSPOT
You are tuning a hyperparameter for an algorithm. The following table shows a data set with different hyperparameter,
training error, and validation errors.

examprepwebinar dp-100 exam questions-q2

Use the drop-down menus to select the answer choice that answers each question based on the information presented
in the graphic.
Hot Area:

examprepwebinar dp-100 exam questions-q2-2

Correct Answer:

examprepwebinar dp-100 exam questions-q2-3

Box 1: 4
Choose the one which has lower training and validation error and also the closest match.
Minimize variance (the difference between validation error and train error).
Box 2: 5
Minimize variance (the difference between validation error and train error).
Reference:
https://medium.com/comet-ml/organizing-machine-learning-projects-project-management-guidelines-2d2b85651bbd

QUESTION 3
You need to visually identify whether outliers exist in the Age column and quantify the outliers before the outliers are
removed. Which three Azure Machine Learning Studio modules should you use? Each correct answer presents part of
the solution. NOTE: Each correct selection is worth one point.
A. Create Scatterplot
B. Summarize Data
C. Clip Values
D. Replace Discrete Values
E. Build Counting Transform
Correct Answer: ABC
B: To have a global view, the summarize data module can be used. Add the module and connect it to the data set that
needs to be visualized.
A: One way to quickly identify Outliers visually is to create scatter plots.
C: The easiest way to treat the outliers in Azure ML is to use the Clip Values module. It can identify and optionally
replace data values that are above or below a specified threshold.
You can use the Clip Values module in Azure Machine Learning Studio, to identify and optionally replace data values
that are above or below a specified threshold. This is useful when you want to remove outliers or replace them with a
mean, a constant, or other substitute value.
References: https://blogs.msdn.microsoft.com/azuredev/2017/05/27/data-cleansing-tools-in-azure-machine-learning/
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/clip-values Question Set 3


QUESTION 4
You have a dataset created for multiclass classification tasks that contains a normalized numerical feature set with
10,000 data points and 150 features.
You use 75 percent of the data points for training and 25 percent for testing. You are using the scikit-learn machine
learning library in Python. You use X to denote the feature set and Y to denote class labels.
You create the following Python data frames:

examprepwebinar dp-100 exam questions-q4

You need to apply the Principal Component Analysis (PCA) method to reduce the dimensionality of the feature set to 10
features in both training and testing sets.
How should you complete the code segment? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

examprepwebinar dp-100 exam questions-q4-2

Box 1: PCA(n_components = 10)
Need to reduce the dimensionality of the feature set to 10 features in both training and testing sets.
Example:
from sklearn.decomposition import PCA
pca = PCA(n_components=2) ;2 dimensions
principalComponents = pca.fit_transform(x)
Box 2: pca
fit_transform(X[, y])fits the model with X and apply the dimensionality reduction on X.
Box 3: transform(x_test)
transform(X) applies dimensionality reduction to X.
References:
https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html

QUESTION 5
HOTSPOT
You deploy a model in Azure Container Instance.
You must use the Azure Machine Learning SDK to call the model API.
You need to invoke the deployed model using native SDK classes and methods.
How should you complete the command? To answer, select the appropriate options in the answer areas.
NOTE: Each correct selection is worth one point.
Hot Area:

examprepwebinar dp-100 exam questions-q5

Box 1: from azureml.core.webservice import Webservice
The following code shows how to use the SDK to update the model, environment, and entry script for a web service to Azure Container Instances:
from azureml.core import Environment
from azureml.core.webservice import Webservice
from azureml.core.model import Model, InferenceConfig
Box 2: predictions = service.run(input_json)
Example: The following code demonstrates sending data to the service:
import json
test_sample = json.dumps({\\’data\\’: [ [1, 2, 3, 4, 5, 6, 7, 8, 9, 10], [10, 9, 8, 7, 6, 5, 4, 3, 2, 1]
]})
test_sample = bytes(test_sample, encoding=\\’utf8\\’)
prediction = service.run(input_data=test_sample) print(prediction)
Reference: https://docs.microsoft.com/bs-latn-ba/azure/machine-learning/how-to-deploy-azure-container-instance
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-troubleshoot-deployment

QUESTION 6
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,
while
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 create a model to forecast weather conditions based on historical data.
You need to create a pipeline that runs a processing script to load data from a datastore and pass the processed data to
a machine learning model training script.
Solution: Run the following code:

examprepwebinar dp-100 exam questions-q6

Does the solution meet the goal?
A. Yes
B. No
Correct Answer: A
The two steps are present: process_step and train_step
Data_input correctly references the data in the data store.
Note:
Data used in pipeline can be produced by one step and consumed in another step by providing a PipelineData object as
an output of one step and an input of one or more subsequent steps.
PipelineData objects are also used when constructing Pipelines to describe step dependencies. To specify that a step
requires the output of another step as input, use a PipelineData object in the constructor of both steps.
For example, the pipeline train step depends on the process_step_output output of the pipeline process step:
from azureml.pipeline.core import Pipeline, PipelineData from azureml.pipeline.steps import PythonScriptStep
datastore = ws.get_default_datastore()
process_step_output = PipelineData(“processed_data”, datastore=datastore) process_step =
PythonScriptStep(script_name=”process.py”, arguments=[“–data_for_train”, process_step_output],
outputs=[process_step_output],
compute_target=aml_compute,
source_directory=process_directory)
train_step = PythonScriptStep(script_name=”train.py”,
arguments=[“–data_for_train”, process_step_output],
inputs=[process_step_output],
compute_target=aml_compute,
source_directory=train_directory)
pipeline = Pipeline(workspace=ws, steps=[process_step, train_step])
Reference:
https://docs.microsoft.com/en-us/python/api/azureml-pipeline-core/azureml.pipeline.core.pipelinedata?view=azure-mlpy


QUESTION 7
HOTSPOT
You are using Azure Machine Learning to train machine learning models. You need to compute the target on which to
remotely run the training script.
You run the following Python code:

examprepwebinar dp-100 exam questions-q7

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:

examprepwebinar dp-100 exam questions-q7-2

Correct Answer:

examprepwebinar dp-100 exam questions-q7-3

Box 1: Yes
The compute is created within your workspace region as a resource that can be shared with other users.
Box 2: Yes
It is displayed as a compute cluster.
View compute targets
1.
To see all compute targets for your workspace, use the following steps:
2.
Navigate to Azure Machine Learning studio.
3.
Under Manage, select Compute.
4.
Select tabs at the top to show each type of computing target.

examprepwebinar dp-100 exam questions-q7-4

Box 3: Yes
min_nodes is not specified, so it defaults to 0.
Reference:
https://docs.microsoft.com/en-us/python/api/azuremlcore/azureml.core.compute.amlcompute.amlcomputeprovisioningconfiguration
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-create-attach-compute-studio

QUESTION 8
HOTSPOT
You are performing a classification task in Azure Machine Learning Studio.
You must prepare balanced testing and training samples based on a provided data set.
You need to split the data with a 0.75:0.25 ratio.
Which value should you use for each parameter? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

examprepwebinar dp-100 exam questions-q8

Correct Answer:

examprepwebinar dp-100 exam questions-q8-2

Box 1: Split rows
Use the Split Rows option if you just want to divide the data into two parts. You can specify the percentage of data to put
in each split, but by default, the data is divided 50-50.
You can also randomize the selection of rows in each group, and use stratified sampling. In stratified sampling, you
must select a single column of data for which you want values to be apportioned equally among the two result datasets.
Box 2: 0.75
If you specify a number as a percentage, or if you use a string that contains the “%” character, the value is interpreted
as a percentage. All percentage values must be within the range (0, 100), not including the values 0 and 100.
Box 3: Yes
To ensure splits are balanced.
Box 4: No
If you use the option for a stratified split, the output datasets can be further divided by subgroups, by selecting a strata
column.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/split-data

QUESTION 9
You use the Azure Machine Learning Studio to build a machine learning experiment.
You need to divide data into two distinct datasets.
Which module should you use?
A. Assign Data to Clusters
B. Load Trained Model
C. Partition and Sample
D. Tune Model-Hyperparameters
Correct Answer: C
Partition and Sample with the Stratified split option outputs multiple datasets, partitioned using the rules you specified.
References: https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/partition-and-sample

QUESTION 10
You are creating a binary classification by using a two-class logistic regression model.
You need to evaluate the model results for imbalance.
Which evaluation metric should you use?
A. Relative Absolute Error
B. AUC Curve
C. Mean Absolute Error
D. Relative Squared Error
E. Accuracy
F. Root Mean Square Error
Correct Answer: B
One can inspect the true positive rate vs. the false positive rate in the Receiver Operating Characteristic (ROC) curve
and the corresponding Area Under the Curve (AUC) value. The closer this curve is to the upper left corner, the better
the
classifier\\’s performance is (that is maximizing the true positive rate while minimizing the false positive rate). Curves
that are close to the diagonal of the plot, result from classifiers that tend to make predictions that are close to random
guessing.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio/evaluate-model-performance#evaluating-a-binaryclassification-model

QUESTION 11
You are solving a classification task.
You must evaluate your model on a limited data sample by using k-fold cross-validation. You start by configuring a k
parameter as the number of splits.
You need to configure the k parameter for the cross-validation.
Which value should you use?
A. k=0.5
B. k=0.01
C. k=5
D. k=1
Correct Answer: C
Leave One Out (LOO) cross-validation
Setting K = n (the number of observations) yields n-fold and is called leave-one-out cross-validation (LOO), a special
case of the K-fold approach.
LOO CV is sometimes useful but typically doesn\\’t shake up the data enough. The estimates from each fold are highly
correlated and hence their average can have high variance. This is why the usual choice is K=5 or 10. It provides a
good
compromise for the bias-variance tradeoff.

QUESTION 12
You are creating a machine learning model. You have a dataset that contains null rows.
You need to use the Clean Missing Data module in Azure Machine Learning Studio to identify and resolve the null and
missing data in the dataset.
Which parameter should you use?
A. Replace with mean
B. Remove entire column
C. Remove entire row
D. Hot Deck
E. Custom substitution value
F. Replace with mode
Correct Answer: C
Remove entire row: Completely removes any row in the dataset that has one or more missing values. This is useful if
the missing value can be considered randomly missing.
References: https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/clean-missing-data

QUESTION 13
You are implementing a machine learning model to predict stock prices.
The model uses a PostgreSQL database and requires GPU processing.
You need to create a virtual machine that is pre-configured with the required tools.
What should you do?
A. Create a Data Science Virtual Machine (DSVM) Windows edition.
B. Create a Geo Al Data Science Virtual Machine (Geo-DSVM) Windows edition.
C. Create a Deep Learning Virtual Machine (DLVM) Linux edition.
D. Create a Deep Learning Virtual Machine (DLVM) Windows edition.
Correct Answer: A
In the DSVM, your training models can use deep learning algorithms on hardware that\\’s based on graphics processing
units (GPUs).
PostgreSQL is available for the following operating systems: Linux (all recent distributions), 64-bit installers available for
macOS (OS X) version 10.6 and newer? Windows (with installers available for 64-bit version; tested on latest versions
and back to Windows 2012 R2.
Incorrect Answers:
B: The Azure Geo AI Data Science VM (Geo-DSVM) delivers geospatial analytics capabilities from Microsoft\\’s Data Science VM. Specifically, this VM extends the AI and data science toolkits in the Data Science VM by adding ESRI\\’s
market-leading ArcGIS Pro Geographic Information System.
C, D: DLVM is a template on top of the DSVM image. In terms of the packages, GPU drivers, etc are all there in the DSVM
image. Mostly it is for convenience during creation where we only allow DLVM to be created on GPU VM instances on
Azure.
Reference: https://docs.microsoft.com/en-us/azure/machine-learning/data-science-virtual-machine/overview

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Latest questions of the Microsoft Role-based MS-100 exam

QUESTION 1
You have a Microsoft Azure Active Directory (Azure AD) tenant named contoso.com that includes a user named User1.
You enable multi-factor authentication for contoso.com and configure the following two fraud alert settings:
Set Allow users to submit fraud alerts: On
Automatically block users who report fraud: On
You need to instruct the users in your organization to use the fraud reporting features correctly.
What should you tell the users to do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

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QUESTION 2
You need to meet the security requirement for Group1. What should you do?
A. Configure all users to sign in by using multi-factor authentication.
B. Modify the properties of Group1.
C. Assign Group1 a management role.
D. Modify the Password reset properties of the Azure AD tenant.
Correct Answer: D
References: https://docs.microsoft.com/en-us/azure/active-directory/authentication/concept-sspr-howitworks


QUESTION 3
Your network contains an Active Directory domain and a Microsoft Azure Active Directory (Azure AD) tenant.
The network uses a firewall that contains a list of allowed outbound domains.
You begin to implement directory synchronization.
You discover that the firewall configuration contains only the following domain names in the list of allowed domains:
*.microsoft.com
*.office.com
Directory synchronization fails.
You need to ensure that directory synchronization completes successfully.
What is the best approach to achieve the goal? More than one answer choice may achieve the goal. Select the BEST
answer.
A. From the firewall, allow the IP address range of the Azure data center for outbound communication.
B. From Azure AD Connect, modify the Customize synchronization options task.
C. Deploy an Azure AD Connect sync server in staging mode.
D. From the firewall, create a list of allowed inbound domains.
E. From the firewall, modify the list of allowed outbound domains.
Correct Answer: E

QUESTION 4
You have a Microsoft 365 subscription.
You need to prevent phishing email messages from being delivered to your organization.
What should you do?
A. From the Exchange admin center, create an anti-malware policy.
B. From Security and Compliance, create a DLP policy.
C. From Security and Compliance, create a new threat management policy.
D. From the Exchange admin center, create a spam filter policy.
Correct Answer: C
References: https://docs.microsoft.com/en-us/office365/securitycompliance/set-up-anti-phishing-policies

QUESTION 5
Your company has a Microsoft Office 365 tenant.
You suspect that several Office 365 features were recently updated.
You need to view a list of the features that were recently updated in the tenant.
Solution: You use Dashboard in Security and Compliance.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B

QUESTION 6
Your network contains an on-premises Active Directory domain that is synced to Microsoft Azure Active Directory (Azure
AD) as shown in the following exhibit.

examprepwebinar ms-100 exam questions-q6

An on-premises Active Directory user account named Allan Yoo is synchronized to Azure AD. You view Allan\\’s
account from Microsoft 365 and notice that his username is set to [email protected] For each of the
following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:

examprepwebinar ms-100 exam questions-q6-2

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examprepwebinar ms-100 exam questions-q6-3

QUESTION 7
Your company has offices in several cities and 100,000 users.
The network contains an Active Directory domain named contoso.com.
You purchase Microsoft 365 and plan to deploy several Microsoft 365 services.
You are evaluating the implementation of pass-through authentication and seamless SSO. Azure AD Connect will NOT
be in staging mode.
You need to identify the redundancy limits for the planned implementation.
What should you identify? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

examprepwebinar ms-100 exam questions-q7

QUESTION 8
You have a Microsoft 365 subscription.
You need to implement Windows Defender Advanced Threat Protection (ATP) for all the supported devices enrolled
devices enrolled on mobile device management (MDM).
What should you include in the device configuration profile? To answer, select the appropriate options in the answer
area.
NOTE: Each correct selection is worth one point.
Hot Area:

examprepwebinar ms-100 exam questions-q8

Correct Answer:

examprepwebinar ms-100 exam questions-q8-2

References: https://docs.microsoft.com/en-us/intune/advanced-threat-protection


QUESTION 9
Your company has 10 offices.
The network contains an Active Directory domain named contoso.com. The domain contains 500 client computers.
Each office is configured as a separate subnet.
You discover that one of the offices has the following:
Computers that have several preinstalled applications
Computers that use nonstandard computer names
Computers that have Windows 10 preinstalled
Computers that are in a workgroup
You must configure the computers to meet the following corporate requirements:
All the computers must be joined to the domain.
All the computers must have computer names that use a prefix of CONTOSO.
All the computers must only have approved corporate applications installed.
You need to recommend a solution to redeploy the computers. The solution must minimize the deployment time.
A. a provisioning package
B. wipe and load refresh
C. Windows Autopilot
D. an in-place upgrade
Correct Answer: A
By using a Provisioning, IT administrators can create a self-contained package that contains all of the configuration,
settings, and apps that need to be applied to a device. Incorrect Answers:
C: With Windows Autopilot the user can set up pre-configure devices without the need consult their IT administrator.
D: Use the In-Place Upgrade option when you want to keep all (or at least most) existing applications.
References: https://docs.microsoft.com/en-us/windows/deployment/windows-10-deployment-scenarios
https://docs.microsoft.com/en-us/windows/deployment/windows-autopilot/windows-autopilot

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,
while
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.
Your company has a Microsoft Office 365 tenant.
You suspect that several Office 365 features were recently updated.
You need to view a list of the features that were recently updated in the tenant.
Solution: You use Monitoring and reports from the Compliance admin center.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B

QUESTION 11
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,
while 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 need to assign User2 the required roles to meet the security requirements.
Solution: From the Office 365 admin center, you assign User2 the Security Administrator role. From the Exchange
admin center, you add User2 to the View-Only Organization Management role.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B

QUESTION 12
You have a Microsoft 365 Enterprise subscription.
You have a conditional access policy to force multi-factor authentication when accessing Microsoft SharePoint from a
mobile device.
You need to view which users authenticated by using multi-factor authentication.
What should you do?
A. From the Microsoft 365 admin center, view the Security and Compliance reports.
B. From the Azure Active Directory admin center, view the user sign-ins.
C. From the Microsoft 365 admin center, view the Usage reports.
D. From the Azure Active Directory admin center, view the audit logs.
Correct Answer: B
References: https://docs.microsoft.com/en-us/azure/active-directory/authentication/howto-mfa-reporting

QUESTION 13
You have a Microsoft Azure Active Directory (Azure AD) tenant named contoso.onmicrosoft.com. An external user has a
Microsoft account that uses an email address of [email protected]
An administrator named Admin1 attempts to create a user account for the external user and receives the error message
shown in the following exhibit.

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You need to ensure that Admin1 can add the user.
What should you do from the Azure Active Directory admin center?
A. Add a custom domain name named outlook.com.
B. Modify the Authentication methods.
C. Modify the External collaboration settings.
D. Assign Admin1 the Security administrator role.
Correct Answer: C

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QUESTION 13
Your network contains an active directory forest. The forest functional level is Windows server 2012. The forest contains a single domain. The domain contains a member server named Server1 that run windows server 2012. You purchase a network scanner named Scanner1 that supports Web Services on Devices (WDS). You need to share the network scanner on Server1 Which server role should you install on Server1?
A. Web Server (IIS)
B. Fax Server
C. File and Storage Services
D. Print and Document Services
Correct Answer: D Section: (none)Explanation
Explanation/Reference:
Explanation: Print and Document Services enables you to centralize print server and network printer tasks. With this role, you can also receive scanned documents from network scanners and route the documents to a shared network resource, Windows SharePoint Services site, or email addresses. Windows Server 2012 uses Web Services on Devices (WSD) technologies to integrate scanning devices into the system
QUESTION 14
Your network contains an Active Directory forest named contoso.com. The forest contains a child domain named europe.contoso.com. The europe.contoso.com child domain contains a server named Server1 that runs Windows Server 2012 R2. You install the DHCP Server server role on Server1. You have access to the administrative accounts shown in the following table.

You need to authorize Server1. Which user account should you use?
A. Admin1
B. Admin2
C. Admin3
D. Admin4
Correct Answer: D Section: (none)Explanation
Explanation/Reference:
Explanation:
A. Local account can’t be used
B. Authorization needs to happen in contoso.com and must be aEnt Admin C. Authorization needs to happen in contoso.com and must be aEnt Admin D. Correct domain and is a member of Ent Admin’s c9530-404 exam 
QUESTION 15
You have a server named Server1 that runs Windows Server 2012 R2. Server1 has following storage spaces:
-Data
-Users
-Backups
-Primordial
You add an additional hard disk to Server1. You need to identify which storage space contains the new hard disk. Which storage space contains the new disk?
A. Data
B. Primordial
C. Users
D. Backups
Correct Answer: B Section: (none) Explanation
Explanation/Reference:
Explanation:
New Disks (Unallocated space) added to Primordial spacePrimordial Pool? All storage that meets acceptable criteria for Storage Spaces will be placed in the  http://www.microsoft-technet.com/100-valid-download-latest-microsoft-070-410-pdf-exam-free-practice-test-ensure-you-100-pass-from-flydumps.html Primordial Pool. Thiscan be considered the default pool for devices from which any other pools will be created. Notice that there are no other virtual disks or pools
at this point. The Primordial Pool will only consist ofphysical storage devices that do not belong to any other pools.

QUESTION 16
You have a server named Server1. Server1 runs Windows Server 2012 R2 and has the File and Storage Services server role installed. You attach four 500-GB disks to Server1. You need to configure the storage to meet the following requirements:
Storage for an application named Application1 must be provided. Application1 requires 20 GB and will require a maximum of 800 GB in three years.
Storage for an application named Application2 must be provided. Application2 requires 20 GB and will require a maximum of 900 GB in three years.
The solution must provide the ability to dynamically add storage without requiring configuration changes to the applications.

The storage must be available if a single disk fails.
Which two actions should you perform? (Each correct answer presents part of the solution. Choose two.)
A. From File and Storage Services, create virtual disks by using fixed provisioning.
B. From File and Storage Services, create a storage pool that uses all four disks.
C. From Disk Management, create two new mirror volumes that use two disks each.
D. From Disk Management, create a new RAID-5 volume that uses all four disks.
E. From File and Storage Services, create virtual disks by using thin provisioning.
Correct Answer: AB Section: (none) Explanation
Explanation/Reference:
Explanation:
A. 2 VHD’s set to fixed size of 800 & 900GB
B. Allows Fault Tolerance
C. No Fault Tolerance MAX when mirroring 2 500GB drives
D. 1500GB MAX App’s require 1700GB MAX
E. Allowing the creation of spaces that are larger than the underlying pool, additional drives can beadded to the pool

QUESTION 17
Your network contains multiple subnets. On one of the subnets, you deploy a server named Server1 that runs Windows Server 2012 R2. You install the DNS Server server role on Server1, and then you create a standard primary zone named contoso.com. You need to ensure that client computers can resolve single-label names to IP addresses. What should you do first?
A. Create a reverse lookup zone.
B. Convert the contoso.com zone to an Active Directory-integrated zone.
C. Configure dynamic updates for contoso.com.
D. Create a GlobalNames zone.
Correct Answer: D Section: (none)Explanation
Explanation/Reference:
Explanation:
D. use GlobalNames zones in Windows Server 2008 to take advantage of single-label names Providing Single-Label DNS Name Resolution: While Domain Name System (DNS) is the predominant name-resolution technology in TCP/IP networks, Windows Internet Name Service (WINS) is deployed in many networks as an alternative name-resolution protocol. GlobalNames Zone (GNZ) feature: The GNZ feature is designed to enable DNS resolution of these single-label, static, global names. You can deploy a GNZ in a single forest or across multiple forests. GNZ is intended to aid the retirement of WINS. It is not a replacement for WINS. GNZ is not intended to support the single-label name resolution of records that are registered dynamically and therefore not managed by IT administrators. GNZ does make it possible for you to provide single- label name resolution of a fixed set of host computers whose names are guaranteed to be both global and unique.
QUESTION 18
You have a server named Server1 that runs Windows Server 2012 R2. Server1 has six network adapters. Two of the network adapters are connected to a network named LAN1, two of the network adapters are connected to a network named LAN2, and two of the network adapters are connected to a network named LAN3. You create a network adapter team named Team1 from the two adapters connected to LAN1. You create a network adapter team named Team2 from the two adapters connected to LAN2. A company policy states that all server IP addresses must be assigned by using a reserved address in DHCP. You need to identify how many DHCP reservations you must create for Server1. How many reservations should you identify?
B. 4
C. 6
D. 8
Correct Answer: B Section: (none)Explanation
Explanation/Reference:
Explanation: 2 Adapters = LAN1 = Team1 = 1 IP 2 Adapters = LAN2 = Team2 = 1 IP 2 Adapters = LAN3 = No Team = 2 IP 1 + 1 + 2 = 4

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