How do I complete the Cisco 300-435 ENAUTO certification program?

You just need to study all the Cisco 300-435 ENAUTO certification exam knowledge and pass serious practice, then you will be able to pass the exam.

Cisco 300-435 ENAUTO certification exam knowledge

Take the Cisco 300-435 ENAUTO certification exam, if you are a novice, then learn about each knowledge point:

Programming concepts:

Variable Declaration
Basic Syntax
Data Type and Structures
Flow Control Structures (Conditionals and loops)
Functional Programming
Object-Oriented Programming
Debugging
IDEs and Coding Environments

Recommended reading:
https://www.educative.io/answers/what-are-the-basic-fundamental-concepts-of-programming

Python programming:

Python has been popular for many years. The biggest advantage of this language is the crawler technology. Next, I will share the learning entry, especially for beginners.

Recommended reading:

(study) https://www.w3schools.com/python/python_intro.asp, https://www.programiz.com/python-programming

tool download: https://www.python.org/

APIs:

Cisco Services APIs allow partners and customers to programmatically access and consume Cisco data in a simple, secure, and scalable manner.
Cisco Services APIs remove barriers to enterprise automation, increase productivity, help shorten sales cycles, and reduce operating expenses.

Recommended reading: https://developer.cisco.com/docs/service-apis/#!introduction-to-cisco-services-apis/introduction-to-cisco-services-apis

Controllers:

The Cisco Wireless Controller (WLC) series devices provide a single solution to configure, manage and support corporate wireless networks, regardless of their size and locations.

Recommended reading:https://www.firewall.cx/cisco-technical-knowledgebase/cisco-wireless/1076-cisco-wireless-controllers-introduction-basic-concepts.html

Automation tools:

Router and switch configurations are one of the most popular activities of a network engineer. Network engineers configure many network equipments during any commissioning, operational or troubleshooting activities. For a small network, this can be easy for network engineers but with the expansion of the networks and with new technologies, configuring each device one by one became more difficult. To overcome this issue, configuration tasks are started to done via Network Automation Tools anymore. Network Automation Tools are useful both to reduce network engineer works and human errors. With such mechanisms, network down times also decrease. So, what are the most popular Network automation Tools? The most popular Network Automation Tools are :

  • Ansible
  • Puppet
  • Chef

We will talk about Ansible,, Puppet and Chef in a specific lesson. Here, we will fothe cus on general functions of Network Automation Tools.

Recommended reading: https://ipcisco.com/lesson/network-automation-tools/

After taking this course, you should be able to:

  • Get familiar with different API styles (REST, RPC) and synchronous and asynchronous API requests
  • Learn how to use Postman software development tool in order to test the API calls
  • Learn how to automate repetitive tasks using Ansible automation engine
  • Explore a Python programming language, Python libraries and Python virtual environments and learn how can they be used for automation of network configuration tasks
  • Get introduced to GIT version control system and its common operations
  • Learn how to leverage the various models and APIs of the Cisco IOS XE platform to perform day-zero operations, improve troubleshooting methodologies with custom tools, augment the CLI using scripts, and integrate various workflows using Ansible and Python
  • Learn about the paradigm shift of model-driven telemetry and the building blocks of a working solution
  • Learn how to leverage the tools and APIs to automate Cisco DNA infrastructure managed by Cisco DNA Center™
  • Demonstrate workflows (configuration, verification, health checking, and monitoring) using Python, Ansible, and Postman
  • Understand Cisco SD-WAN solution components, implement a Python library that works with the Cisco SD-WAN APIs to perform configuration, inventory management, and monitoring tasks, and implement reusable Ansible roles to automate provisioning new branch sites on an existing Cisco SD-WAN infrastructure
  • Learn how to leverage the tools and APIs to automate Cisco Meraki managed infrastructure and demonstrate workflows (configuration, verification, health checking, monitoring) using Python, Ansible, and Postman

Completing a Cisco certification exam is not easy, and every successful candidate deserves our admiration, so congratulations to them first.

Whether you are a novice or not, I recommend you practice the Cisco 300-435 ENAUTO exam questions: https://www.lead4pass.com/300-435.html, it contains complete exam requirements to prepare you for passing the exam

Last but not least, best wishes to all candidates.

MS-720 Dumps updated [2022] for the Microsoft Teams Voice Engineer Certification Exam

For all candidates preparing for the Microsoft Teams Voice Engineer certification exam in 2022 for Microsoft 365 Certified, we recommend that you choose the latest MS-720 Dumps as exam material.
Go to the MS-720 Dumps page now at https://www.lead4pass.com/ms-720.html, the download contains 91 exam questions and answers, as well as PDF and VCE study tools, and use the “Microsoft” discount code to enjoy a 15% off discount, Helping you save more and pass the Microsoft Teams Voice Engineer certification exam with ease.

MS-720 Exam Summary:

Vendor: Microsoft
Exam Code: MS-720
Exam Name: Microsoft Teams Voice Engineer
Certification: Microsoft 365 Certified: Teams Voice Engineer Expert
Languages: English
Passing score: 700
Price: $165 USD

Read on for some MS-720 Dumps questions and answers:

QUESTION 1:

HOTSPOT
You need to assign a phone number to User1 to meet the technical requirements.
How should you complete the command? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

Correct Answer:

Reference: https://docs.microsoft.com/en-us/powershell/module/skype/set-csuser

QUESTION 2:

Your company has offices in 10 countries. The company has a tenant dial plan configured for each country.
The company recently opened an office in a new country.
You need to create a new tenant dial plan that meets the unique dialing requirements of the new country.

What should you do?

A. Run the New-CsOnlineVoiceRoutingPolicy cmdlet.

B. From the Microsoft Teams admin center, select Voice, select Dial plan and then select Add.

C. From the Microsoft Teams admin center, select Locations, select Network topology, and then select Add.

D. Run the Sec-CsTenancDialPlan cmdlet.

Correct Answer: B

Reference: https://docs.microsoft.com/en-us/microsoftteams/create-and-manage-dial-plans

QUESTION 3:

Your company assigns an Office 365 E3 license to each user. All users are m France.
You plan to deploy Direct Routing.

Which additional license should you assign to the users?

A. Microsoft 365 Audio Conferencing
B. Microsoft 365 Phone System – Virtual
C. Microsoft 365 Phone System
D. Microsoft 365 Domestic and International Calling Plan
E. Microsoft 365 Domestic Calling

Correct Answer: C

Reference: https://docs.microsoft.com/en-us/microsoftteams/direct-routing-plan

QUESTION 4:

You are migrating users from Microsoft Skype for Business to Microsoft Teams.

You plan to create an auto attendant that can be used by all the users during the migration.

You need to create the resource account for the auto-attendant.

What should you use?

A. the Resource accounts node in the Microsoft Teams admin center
B. the Users node in the Microsoft 365 admin center
C. the New-CsHybridApplicationEndpoint cmdlet
D. the New-CsOnlineApplicationEndpoint cmdlet
E. the New-CsOnlineApplicationlnstance cmdlet

Correct Answer: A

QUESTION 5:

HOTSPOT
You need to assign a license to users to meet the technical requirements.
How should you complete the PowerShell script? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

Correct Answer:

Reference: https://docs.microsoft.com/en-us/powershell/module/microsoft.graph.users.actions/set-
mguserlicense?view=graph-powershell-beta
https://docs.microsoft.com/en-us/skypeforbusiness/skype-for-business-and-microsoft-teams-add-on-licensing/assign-skype-for-business-and-microsoft-teams-licenses

QUESTION 6:

HOTSPOT
The network meeting settings for Microsoft Teams are configured as shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE: Each correct selection is worth one point.
Hot Area:

Correct Answer:

QUESTION 7

DRAG-DROP
Your company has a main office in New York and a branch office in Calgary. All offices connect to each other by using a dedicated WAN.
You have a Microsoft Teams Phone deployment.
You need to recommend a Direct Routing solution that meets the following requirements:

1. If a Session Border Controller (SBQ fails in the New York office, PSTN services must remain available through a local PSTN egress in New York.

2. The Calgary office must prioritize a local PSTN egress and ensure that PSTN services remain available in the event of a local SBC outage.

3. The number of SBCs must be minimized.

What should you recommend for each office? To answer, drag the appropriate components to the correct offices. Each component 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:

Correct Answer:

QUESTION 8:

You have a Microsoft Teams Phone deployment.
You need to implement PSTN connectivity by using Direct Routing.
What are the three requirements for the implementation? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

A. a Session Border Controller (SBC) that uses a hostname in the onmicrosoft.com domain
B. a firewall rule that opens a TCP signaling port to Microsoft Teams
C. a public DNS entry that maps the FQDN of the Session Border Controller (SBC) to a public IP address
D. a firewall rule that opens a UDP signaling port to Microsoft Teams
E. a Teams-certified Session Border Controller (SBC)

Correct Answer: BCE

Reference: https://docs.microsoft.com/en-us/microsoftteams/direct-routing-plan

QUESTION 9:

In the Microsoft Call Quality Dashboard, you discover an increasing trend of poor-quality calls.
You need to implement a solution to identify problematic sites.
Which two actions should you perform? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

A. Run the CQD User Feedback (Rate My Call) Report.
B. Create a building data file.
C. Upload a file to the Tenant Data Upload page.
D. Upload a file to the Reporting Labels page.
E. Create an endpoint data file.
F. Install the Power Bl connector for Call Quality Dashboard (CQD).

Correct Answer: BC

Reference: https://docs.microsoft.com/en-us/microsoftteams/cqd-upload-tenant-building-data

QUESTION 10:

You have a Microsoft Teams Phone deployment and a Survivable Branch Appliance (SBA) at a site.
You add a new Teams user.
You need to ensure that the user at the site can place and receive PSTN calls in the event of an internet outage.

What should you do?

A. Add the user as a member of a call queue.
B. Modify the online voice routing policy.
C. Run the Granc-CsTeamsSurvivableBranchAppliancePolicy cmdlet.
D. Run the Granc-CsTenancDialPlan cmdlet.

Correct Answer: C

Reference: https://docs.microsoft.com/en-us/microsoftteams/direct-routing-survivable-branch-appliance

QUESTION 11:

You have a Microsoft Lync Server 2013 deployment.
Some users use Enterprise Voice.
You plan to migrate to Microsoft Teams.
You need to design a migration solution. The solution must minimize the impact on end-users during the migration.

What should you include in the solution?

A. Migrate all users directly from Lync Server 2013 to Teams.

B. Migrate the Enterprise Voice users from Lync Server 2013 to Microsoft Skype for Business Server 2019. and then migrate the Enterprise Voice users to Teams.

C. Migrate all other users directly from Lync Server 2013 to Teams.

D. Perform an in-place upgrade from Lync Server 2013 to Microsoft Skype for Business Server 2015, and then migrate all users to Teams.

Correct Answer: D

QUESTION 12:

You have a Microsoft Teams Phone deployment.
You are configuring emergency services for Direct Routing.
You need to notify a group of users when an emergency number is dialed.

What should you configure in the Microsoft Teams admin center?

A. an emergency calling policy
B. a calling policy
C. an emergency call routing policy
D. a voice routing policy

Correct Answer: A

Reference: https://docs.microsoft.com/en-us/microsoftteams/manage-emergency-calling-policies

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 need to create a new call queue to route calls to support agents. The support agents must be able to see their call queue history and the shared transcribed voicemail. The solution must minimize administrative effort.
Solution: You redirect calls for the call queue to a shared voicemail box.

Does this meet the goal?

A. Yes
B. No

Correct Answer: B

Reference: https://www.orbid365.be/shared-voicemail-arrives-in-teams/

……

[Google Drive] MS-720 Dumps Questions and Answers Online Download:https://drive.google.com/file/d/1bt1zKZmw3mI6hTHEtJ06L39ITRN2iPSh/

See more MS-720 Dumps questions and answers: Click here

[CompTIA Tips 2021]Easy to learn, you’ll pass the CompTIA Cloud Essentials clo-001 exam! Free clo-001 dumps

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The new CompTIA Cloud Essentials+ (CL0-002) exam coming in Q4 2019!
The beta exam has ended.

If you took the CompTIA Cloud Essentials+ certification beta exam, thank you! You will be receiving an email from Certmetrics in the near future which will contain important information and detailed instructions regarding how to download your PDF beta score report.

Cloud Essentials validates the primary understanding of cloud language, principles, and rationale that make up the cloud computing landscape. Cloud Essentials exam will show that successful candidate:

  • Have the knowledge and skills required to make clear and conscious decisions about cloud technologies
  • Understand what cloud computing means from a business and technical perspective by evaluating business use cases
  • Comprehend what is involved and the financial impact in deploying to and governing the cloud

CompTIA Cloud Essentials covers cloud services from a business perspective. The expertise validated includes the business value of cloud computing, cloud types, steps to successful adoption of the cloud,
impact and changes in IT service management, as well as risks and consequences.

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QUESTION 1
One of the strategic reasons to source component technology purchases from multiple providers is to:
A. avoid vendor lock-in.
B. influence governmental organizations.
C. keep vendor prices down.
D. encourage vendor control.
Correct Answer: A

 

QUESTION 2
A financial services company plans to move its existing CRM system into the cloud. The current system hosts 50 million
customers. Which of the following steps should be done FIRST for moving this application into the cloud?
A. Perform security testing of the application to ensure that there are no new security vulnerabilities being introduced.
B. Perform testing to confirm that all the customer data can be mapped/migrated during the allocated change window.
C. Communicate with customers that they will be moving to a new CRM system which will be hosted in the cloud.
D. Perform a physical site assessment on where the application is hosted to ensure adequate controls are in place.
Correct Answer: A

 

QUESTION 3
Which of the following are the keys needed to successfully adopt cloud computing? (Select two.)
A. Establish executive support
B. Conduct a code review
C. Migrate infrastructure
D. Create a Work Business Structure
E. Comply with regulatory requirements
Correct Answer: CD

 

QUESTION 4
Cloud computing is priced according to ___________ or has ___________, rather than having upfront costs.
A. recurring subscription, a yearly contract
B. a yearly contract, usage-based charges
C. recurring subscription, usage-based charges
D. number of users, a yearly contract
Correct Answer: C

 

QUESTION 5
A graphic design company regularly runs out of storage space on its file servers due to the large size of its customer
artwork files. The company is considering migrating to cloud computing to solve this problem. Which of the following
characteristics of cloud computing is the MOST beneficial reason the company should implement a cloud solution?
A. Scalability
B. Security
C. Variable costs
D. Hardware independence
Correct Answer: A

 

QUESTION 6
From a risk assessment perspective, which of the following is MOST important to acquire and review before a business
integrates cloud computing into its existing environment?
A. Cloud provider DRP and COOP
B. The time to market expectation
C. The total cost of ownership
D. The company original RFP
Correct Answer: A

 

QUESTION 7
A scalability regularly doubles the number of employees over the summer by hiring on temporary staff. The company
currently pays the same price every month for its email software, equal to the maximum number of employees on staff
who have email addresses. The company would like to only pay for the number of active email addresses and is
considering migrating to a cloud solution. Which of the following characteristics of cloud computing is the MOST
beneficial reason the company should implement a cloud solution?
A. Scalability
B. Hardware independence
C. Variable costs
D. Security
Correct Answer: C

 

QUESTION 8
Which of the following is a unique characteristic of virtualization?
A. Security features
B. Federated identities
C. Shared hardware
D. Sourcing challenges
Correct Answer: C

 

QUESTION 9
In cloud computing, the ability to scale resources on demand, benefits the business in which of the following ways?
A. Allowing a third party to manage service delivery ensures lower staffing costs.
B. It is more cost effective to pay for what is needed rather than pay for peak demand upfront.
C. Fewer in-house servers lower the power consumption of the datacenter.
D. Shorter contracts and less capital expenses reduce expenditures to the IT budget.
Correct Answer: B

 

QUESTION 10
Which of the following is the primary way to access PaaS?
A. Web services
B. Websites
C. Web hosting providers
D. Data integrations
Correct Answer: A

QUESTION 11
A university has migrated several services from their internal infrastructure to a third-party cloud provider. Which of the
following is MOST important to the university in order to ensure an appropriate security posture?
A. Regular patching applied by the university
B. Governance and oversight by the cloud provider
C. Antivirus checks performed by the cloud provider
D. SLA and metrics requested by the cloud provider
Correct Answer: B

 

QUESTION 12
Which of the following risks occurs when a cloud provider stops serving the company?
A. Continuity risk
B. Financial risk
C. Legal risk
D. Confidentiality risk
Correct Answer: A

 

QUESTION 13
A provider supplies storage, processing, memory, and network bandwidth to multiple tenants, using physical and virtual
resources. This is an example of which of the following cloud characteristics?
A. On-demand self-service
B. Measured service
C. Resource pooling
D. Rapid elasticity
Correct Answer: C

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The latest update of Amazon MLS-C01 exam questions and answers from Lead4Pass MLS-C01 dumps

Amazon MLS-C01 exam questions and answers

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Practice answers are at the end of the article

QUESTION 1

A Machine Learning team uses Amazon SageMaker to train an Apache MXNet handwritten digit classifier model using a research dataset.

The team wants to receive a notification when the model is overfitting.

Auditors want to view the Amazon SageMaker log activity report to ensure there are no unauthorized API calls.

What should the Machine Learning team do to address the requirements with the least amount of code and fewest
steps?

A. Implement an AWS Lambda function to long Amazon SageMaker API calls to Amazon S3. Add code to push a
custom metric to Amazon CloudWatch. Create an alarm in CloudWatch with Amazon SNS to receive a notification when the model is overfitting.

B. Use AWS CloudTrail to log Amazon SageMaker API calls to Amazon S3. Add code to push a custom metric to
Amazon CloudWatch. Create an alarm in CloudWatch with Amazon SNS to receive a notification when the model is
overfitting.

C. Implement an AWS Lambda function to log Amazon SageMaker API calls to AWS CloudTrail. Add code to push a
custom metric to Amazon CloudWatch. Create an alarm in CloudWatch with Amazon
SNS to receive a notification when the model is overfitting.

D. Use AWS CloudTrail to log Amazon SageMaker API calls to Amazon S3. Set up Amazon SNS to receive a
notification when the model is overfitting.

QUESTION 2

A manufacturing company asks its Machine Learning Specialist to develop a model that classifies defective parts into
one of eight defect types.

The company has provided roughly 100000 images per defect type for training During the
initial training of the image classification model the Specialist notices that the validation accuracy is 80%, while the
training accuracy is 90% It is known that human-level performance for this type of image classification is around 90%

What should the Specialist consider to fix this issue1?

A. A longer training time

B. Making the network larger

C. Using a different optimizer

D. Using some form of regularization

QUESTION 3

IT leadership wants Jo to transition a company\’s existing machine learning data storage environment to AWS as a
temporary ad hoc solution The company currently uses a custom software process that heavily leverages SOL as a
query language and exclusively stores generated CSV documents for machine learning
The ideal state for the company would be a solution that allows it to continue to use the current workforce of SQL
experts The solution must also support the storage of CSV and JSON files, and be able to query over semi-structured
data The following are high priorities for the company:

  1. Solution simplicity
  2. Fast development time
  3. Low cost
  4. High flexibility What technologies meet the company\’s requirements?

A. Amazon S3 and Amazon Athena

B. Amazon Redshift and AWS Glue

C. Amazon DynamoDB and DynamoDB Accelerator (DAX)

D. Amazon RDS and Amazon ES

QUESTION 4

A technology startup is using complex deep neural networks and GPU compute to recommend the company\’s
products to its existing customers based upon each customer\’s habits and interactions.

The solution currently pulls each dataset from an Amazon S3 bucket before loading the data into a TensorFlow model pulled from the company\’s Git repository that runs locally.

This job then runs for several hours while continually outputting its progress to the same S3 bucket.

The job can be paused, restarted, and continued at any time in the event of a failure, and is run from a central queue.

Senior managers are concerned about the complexity of the solution\’s resource management and the costs involved in repeating the process regularly.

They ask for the workload to the automated so it runs once a week, starting Monday and completed by the close of business Friday.

Which architecture should be used to scale the solution at the lowest cost?

A. Implement the solution using AWS Deep Learning Containers and run the container as a job using AWS Batch on a
GPU-compatible Spot Instance

B. Implement the solution using a low-cost GPU compatible Amazon EC2 instance and use the AWS Instance
Scheduler to schedule the task

C. Implement the solution using AWS Deep Learning Containers, run the workload using AWS Fargate running on Spot
Instances, and then schedule the task using the built-in task scheduler

D. Implement the solution using Amazon ECS running on Spot Instances and schedule the task using the ECS service
scheduler.

QUESTION 5

A data scientist uses an Amazon SageMaker notebook instance to conduct data exploration and analysis.

This requires certain Python packages that are not natively available on Amazon SageMaker to be installed on the notebook instance.

How can a machine learning specialist ensure that required packages are automatically available on the notebook
instance for the data scientist to use?

A. Install AWS Systems Manager Agent on the underlying Amazon EC2 instance and use Systems Manager
Automation to execute the package installation commands.

B. Create a Jupyter notebook file (.ipynb) with cells containing the package installation commands to execute and place
the file under the /etc/init directory of each Amazon SageMaker notebook instance.

C. Use the conda package manager from within the Jupyter notebook console to apply the necessary conda packages
to the default kernel of the notebook.

D. Create an Amazon SageMaker lifecycle configuration with package installation commands and assign the lifecycle
configuration to the notebook instance.

Reference: https://towardsdatascience.com/automating-aws-sagemaker-notebooks-2dec62bc2c84

QUESTION 6

A Data Scientist needs to migrate an existing on-premises ETL process to the cloud.

The current process runs at regular time intervals and uses PySpark to combine and format multiple large data sources into a single consolidated output for downstream processing.

The Data Scientist has been given the following requirements to the cloud solution:

Combine multiple data sources.

Reuse existing PySpark logic.

Run the solution on the existing schedule.

Minimize the number of servers that will need to be managed.

Which architecture should the Data Scientist use to build this solution?

A. Write the raw data to Amazon S3. Schedule an AWS Lambda function to submit a Spark step to a persistent Amazon
EMR cluster based on the existing schedule. Use the existing PySpark logic to run the ETL job on the EMR cluster.
Output the results to a “processed” location in Amazon S3 that is accessible for downstream use.

B. Write the raw data to Amazon S3. Create an AWS Glue ETL job to perform the ETL processing against the input
data. Write the ETL job in PySpark to leverage the existing logic. Create a new AWS Glue trigger to trigger the ETL job
based on the existing schedule. Configure the output target of the ETL job to write to a “processed” location in Amazon S3 that is accessible for downstream use.

C. Write the raw data to Amazon S3. Schedule an AWS Lambda function to run on the existing schedule and process
the input data from Amazon S3. Write the Lambda logic in Python and implement the existing PySpark logic to perform the ETL process. Have the Lambda function output the results to a “processed” location in Amazon S3 that is
accessible for downstream use.

D. Use Amazon Kinesis Data Analytics to stream the input data and perform real-time SQL queries against the stream
to carry out the required transformations within the stream. Deliver the output results to a “processed” location in
Amazon S3 is accessible for downstream use.

QUESTION 7

A retail company is using Amazon Personalize to provide personalized product recommendations for its customers
during a marketing campaign.

The company sees a significant increase in sales of recommended items to existing customers immediately after deploying a new solution version, but these sales decrease a short time after deployment.

Only historical data from before the marketing campaign is available for training.

How should a data scientist adjust the solution?

A. Use the event tracker in Amazon Personalize to include real-time user interactions.

B. Add user metadata and use the HRNN-Metadata recipe in Amazon Personalize.

C. Implement a new solution using the built-in factorization machines (FM) algorithm in Amazon SageMaker.

D. Add event type and event value fields to the interactions dataset in Amazon Personalize.

QUESTION 8

A data scientist is developing a pipeline to ingest streaming web traffic data.

The data scientist needs to implement a process to identify unusual web traffic patterns as part of the pipeline. The patterns will be used downstream for alerting and incident response.

The data scientist has access to unlabeled historic data to use if needed.

The solution needs to do the following:

Calculate an anomaly score for each web traffic entry.

Adapt unusual event identification to changing web patterns over time.

Which approach should the data scientist implement to meet these requirements?

A. Use historic web traffic data to train an anomaly detection model using the Amazon SageMaker Random Cut Forest
(RCF) built-in model. Use an Amazon Kinesis Data Stream to process the incoming web traffic data. Attach a
preprocessing AWS Lambda function to perform data enrichment by calling the RCF model to calculate the anomaly
the score for each record.

B. Use historic web traffic data to train an anomaly detection model using the Amazon SageMaker built-in XGBoost
model. Use an Amazon Kinesis Data Stream to process the incoming web traffic data. Attach a preprocessing AWS
Lambda function to perform data enrichment by calling the XGBoost model to calculate the anomaly score for each
record.

C. Collect the streaming data using Amazon Kinesis Data Firehose. Map the delivery stream as an input source for
Amazon Kinesis Data Analytics. Write a SQL query to run in real-time against the streaming data with the k-Nearest
Neighbors (kNN) SQL extension to calculate anomaly scores for each record using a tumbling window.

D. Collect the streaming data using Amazon Kinesis Data Firehose. Map the delivery stream as an input source for
Amazon Kinesis Data Analytics. Write a SQL query to run in real-time against the streaming data with the Amazon
Random Cut Forest (RCF) SQL extension to calculate anomaly scores for each record using a sliding window.

QUESTION 9

A Machine Learning Specialist is applying a linear least squares regression model to a dataset with 1,000 records and
50 features.

Prior to training, the ML Specialist notices that two features are perfectly linearly dependent.

Why could this be an issue for the linear least squares regression model?

A. It could cause the backpropagation algorithm to fail during training

B. It could create a singular matrix during optimization, which fails to define a unique solution

C. It could modify the loss function during optimization, causing it to fail during training

D. It could introduce non-linear dependencies within the data, which could invalidate the linear assumptions of the
model

QUESTION 10

A company wants to classify user behavior as either fraudulent or normal.

Based on internal research, a machine learning specialist will build a binary classifier based on two features:

age of the account, denoted by x, and transaction month, denoted by y.

The class distributions are illustrated in the provided figure. The positive class is portrayed in red, while the negative class is portrayed in black.

Which model would have the HIGHEST accuracy?

A. Linear support vector machine (SVM)

B. Decision tree

C. Support vector machine (SVM) with a radial basis function kernel

D. Single perceptron with a Tanh activation function

QUESTION 11

A financial company is trying to detect credit card fraud.

The company observed that, on average, 2% of credit card transactions were fraudulent. A data scientist trained a classifier on a year\’s worth of credit card transactions data.

The model needs to identify the fraudulent transactions (positives) from the regular ones (negatives).

The company\’s goal is to accurately capture as many positives as possible.

Which metrics should the data scientist use to optimize the model? (Choose two.)

A. Specificity

B. False positive rate

C. Accuracy

D. Area under the precision-recall curve

E. True positive rate

QUESTION 12

A Machine Learning Specialist works for a credit card processing company and needs to predict which transactions may be fraudulent in near-real-time. Specifically, the Specialist must train a model that returns the probability that a given transaction may be fraudulent.

How should the Specialist frame this business problem?

A. Streaming classification

B. Binary classification

C. multi-category classification

D. Regression classification

QUESTION 13

Amazon Connect has recently been rolled out across a company as a contact call center The solution has been
configured to store voice call recordings on Amazon S3 The content of the voice calls are being analyzed for the incidents being discussed by the call operators Amazon Transcribe is being used to convert the audio to text, and the output is stored on Amazon S3

Which approach will provide the information required for further analysis?

A. Use Amazon Comprehend with the transcribed files to build the key topics

B. Use Amazon Translate with the transcribed files to train and build a model for the key topics

C. Use the AWS Deep Learning AMI with Gluon Semantic Segmentation on the transcribed files to train and build a
model for the key topics

D. Use the Amazon SageMaker k-Nearest-Neighbors (kNN) algorithm on the transcribed files to generate a word
embeddings dictionary for the key topics

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QUESTION 1

An administrator needs to run a mixed Exchange and SQL workload with a guaranteed amount of container space for
each application.
How should the administrator meet this requirement?

A. Create one container and set capacity reservation
B. Create two containers and reserve space for containers
C. Create one container and enable compression
D. Create two containers and reserve space for vDisks

Reference: https://portal.nutanix.com/page/documents/details?targetId=Web_Console_GuideNOS_v4_0:wc_security_authentication_wc_t.html

QUESTION 2

What should be validated as part of the customer\’s troubleshooting process?
A. The VLAN has been configured to use the proper bridge.
B. The VLAN has the proper gateway configured in the network settings in Prism.
C. The VLAN is unique to the Nutanix cluster, and not in use elsewhere in the network.
D. The VLAN is configured on the trunk of the upstream switch.

QUESTION 3

An administrator wants to use Volumes to connect to physical servers that are not able to be virtualized. Which three
things must be configured for Volumes to support iSCSI clients? (Choose three)

A. Enable external client access
B. Client OS iSCSI initiator
C. iSCSI Multipathing I/O
D. Cluster Virtual IP address
E. Data Services IP address

Explanation: https://portal.nutanix.com/page/documents/details/?targetId=Web-Console-Guide-Prism-v51:wc-blockservices-c.html

QUESTION 4

An administrator migrates a VM onto a new Nutanix cluster- After the migration, the administrator observes the following
conditions:
1. Cluster memory utilization: 64%
2. Cluster CPU utilization: 19%
3. Cluster storage utilization. 32%
4. Average VM CPU utilization: 25%
5. Average VM CPU ready%: 24%
6. Average VM memory utilization: 60%

Which two changes should the administrator make to improve VM performance? (Choose two.)

A. Reduce the number of vCPUs assigned to VMs.
B. Add more memory to the VMs.
C. Reduce the number of VMs on the hosts.
D. Replace high core count CPUs with high clock rate CPUs.

QUESTION 5

What are the resource requirements for a single small Prism Central instance?

A. 4 vCPUs. 16 GB of memory, and 400 GiB of storage
B. 2 vCPUs, 8 GB of memory, and 500 GiB o* storage
C. 4 vCPUs, 16 GB of memory, and 500 GiB of storage
D. 8 vCPUs. 32 GB of memory, and 500 GiB of storage

QUESTION 6

An administrator has configured a VM with affinity to a single host. Which AOS feature will this impact?

A. AOS Upgrades
B. VM High Availability
C. Snapshots and Clones
D. Erasure Coding

QUESTION 7

AHV IPAM assigns an IP address from the address pool when creating a managed VM NIC. At which two instances
does the address release back to the pool? (Choose two)

A. The IP address lease expires
B. The VM NIC is deleted.
C. The IP address is changed to static.
D. The VM is deleted.

https://portal.nutanix.com/page/documents/solutions/details/?targetId=BP-2029_AHV:BP-2029_AHV
Administrators can use Acropolis with IPAM to deliver a complete virtualization deployment, including network
management, from the unified Prism interface. This capability radically simplifies the traditionally complex network
management associated with provisioning VMs and assigning network addresses. To avoid address overlap, be sure to
work with your network team to reserve a range of addresses for VMs before enabling the IPAM feature. The Acropolis
master assigns an IP address from the address pool when creating a managed VM NIC; the address releases back to
the pool when the VM NIC or VM is deleted.

QUESTION 8

Which two steps are the minimum required to perform an upgrade of AOS and AHV using a manual software upload?
(Choose two.)

A. Download the Foundation car.gz and metadata JSON files from the support portal.
B. Download the AOS tar.gz and metadata JSON files from the support portal.
C. Select Upload AOS Base Software Binary from the Life Cycle Manager page in Settings enter downloaded tar.gz and
metadata JSON.
D. Select Upload AOS Base Software Binary from the Upgrade Software page in Settings enter downloaded tar. gz and
metadata JSON.

QUESTION 9

An administrator migrates a Windows VM from an ESXi host to a Nutanix AHV cluster. When powered on, the migrated
VM fails to start. The VM console shows the error message:
Cannot locate boot device
What should the administrator confirm to identify the reason that the VM fails to boot?

A. The Windows OS is at a supported patch level.
B. Nutanix Virt IO drivers were installed on the VM pre-migration.
C. VM snapshots on the source cluster were consolidated.
D. The ESXi source cluster can ping the destination AHV cluster.

QUESTION 10

Which CVM service is primarily responsible for handling all metadata operations with a Nutanix cluster?

A. Stargate
B. Zeus
C. Genesis
D. Cassandra

QUESTION 11

A customer has a newly-deployed AHV cluster with nodes that have 2. x 10 GBE and 2. x interface. The customer wants
to use all available network interfaces to provide connectivity to the VMs.
Which option should the administrator use to achieve this while remaining consistent with Nutanix recommendations?

A. Create separate VLANs that map 10GbE and 1GbE interfaces.
B. Createbond1 on virbr0 and add the 1GbE interfaces to it for VM use.
C. Create a second bond on br0 on each host and assign the 1 GbE interfaces to it.
D. Create a second bridge on each host and assign the 1GbE interfaces to it.

QUESTION 12

What requires iSCSI initiator configuration in the guest OS to use Volumes?

A. SQL Server Always On Availability Group
B. Microsoft Windows Failover Cluster
C. Oracle RAC
D. Exchange DAG

QUESTION 13

Which two access protocols are supported by Files? (Choose two.)

A. ISCSI
B. SMB
C. FCOE
D. NFS

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  • Exam Code: SOA-C01
  • Exam Name: AWS Certified SysOps Administrator – Associate (SOA-C01)
  • Certification: AWS Certified Associate
  • Total Questions: 914 Q&A
  • Exam Language: English
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QUESTION 1
A user has launched an EC2 instance from an instance store backed by AMI. The infrastructure team wants to create an
AMI from the running instance. Which of the below-mentioned steps will not be performed while creating the AMI?
A. Define the AMI launch permissions
B. Upload the bundled volume
C. Register the AMI
D. Bundle the volume
Correct Answer: A
Explanation:
When the user has launched an EC2 instance from an instance store backed AMI, it will need to follow
certain steps, such as “Bundling the root volume”, “Uploading the bundled volume” and “Register the AMI”.
Once the AMI is created the user can set up the launch permission. However, it is not required to set up
during the launch.

 

QUESTION 2
What is Amazon CloudFront?
A. A global Content Delivery Network
B. An encrypted endpoint to upload files to the Cloud
C. A web service to schedule regular data movement
D. A development front-end to Amazon Web Services
Correct Answer: A
Explanation:
Amazon CloudFront is a global content delivery network (CDN) service that accelerates delivery of your
websites, APIs, video content, or other web assets through CDN caching. It integrates with other Amazon
Web Services products to give developers and businesses an easy way to accelerate content to end-users
with no minimum usage commitments.
Reference: https://aws.amazon.com/cloudfront/


QUESTION 3
A user has launched two EBS backed EC2 instances in the US-East-1a region. The user wants to change the zone of
one of the instances. How can the user change it?
A. Stop one of the instances and change the availability zone
B. The zone can only be modified using the AWS CLI
C. From the AWS EC2 console, select the Actions – > Change zones and specify the new zone
D. Create an AMI of the running instance and launch the instance in a separate AZ
Correct Answer: D
Explanation: With AWS EC2, when a user is launching an instance he can select the availability zone (AZ. at the time of
launch. If the zone is not selected, AWS selects it on behalf of the user. Once the instance is launched, the user cannot
change the zone of that instance unless he creates an AMI of that instance and launches a new instance from it.

 

QUESTION 4
EBS (Elastic Block Store) can be best described as:
A. persistent internet storage.
B. persistent block storage.
C. transient instance storage.
D. transient block storage.
Correct Answer: B
Explanation: Amazon Elastic Block Store (Amazon EBS) provides block-level (file system type) storage volumes for use
with Amazon EC2 instances. Amazon EBS volumes are highly available and reliable storage volumes that can be
attached to any running instance that is in the same Availability Zone. Amazon EBS volumes that are attached to an
Amazon EC2 instances are exposed as storage volumes that persist independently from the life of the instance.
Reference: http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AmazonEBS.html

 

QUESTION 5
In IAM, a policy has to include information about who (user) is allowed to access the resource, known as the _____.
A. permission
B. role
C. license
D. principal
Correct Answer: D
Explanation: To specify resource-based permissions, you can attach a policy to the resource, such as an Amazon SNS
topic, an Amazon S3 bucket, or an Amazon Glacier vault. In that case, the policy has to include information about who
is allowed to access the resource, known as the principal. (For user-based policies, the principal is the IAM user that the
policy is attached to or the user who gets the policy from a group.) Reference:
http://docs.aws.amazon.com/IAM/latest/UserGuide/access_policies.html

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  • Exam Code: SCS-C01
  • Exam Name: AWS Certified Security – Specialty (SCS-C01)
  • Certification: AWS Certified Specialty
  • Total Questions: 487 Q&A
  • Exam Language: English
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QUESTION 1
Which technique can be used to integrate AWS IAM (Identity and Access Management) with an on-premise LDAP
(Lightweight Directory Access Protocol) directory service?
Please select: A. Use an IAM policy that references the LDAP account identifiers and the AWS credentials.
B. Use SAML (Security Assertion Markup Language) to enable single sign-on between AWS and LDAP.
C. Use AWS Security Token Service from an identity broker to issue short-lived AWS credentials.
D. Use IAM roles to automatically rotate the IAM credentials when LDAP credentials are updated.
Correct Answer: B
On the AWS Blog site, the following information is present to help in this context The newly released whitepaper. Single
Sign-On: Integrating AWS, OpenLDAP, and Shibboleth will help you integrate your existing LDAP-based user directory
with AWS. When you integrate your existing directory with AWS, your users can access AWS by using their existing
credentials. This means that your users don\\’t need to maintain yet another user name and password just to access
AWS resources. Option
A.C and D are all invalid because, in this sort of configuration, you have to use SAML to enable single sign-on.
For more information on integrating AWS with LDAP for Single Sign-On, please visit the following URL:
https://aws.amazon.eom/blogs/security/new-whitepaper-sinEle-sign-on-inteErating-aws-openldap-andshibboleth/
The correct answer is: Use SAML (Security Assertion Markup Language) to enable single sign-on between
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QUESTION 2
A company has set up the following structure to ensure that their S3 buckets always have logging enabledaws scs-c01 certification exam questions q2

If there are any changes to the configuration to an S3 bucket, a config rule gets checked. If logging is disabled, then
Lambda function is invoked. This Lambda function will again enable logging on the S3 bucket. Now there is an issue
being encountered with the entire flow. You have verified that the Lambda function is being invoked. But when logging is
disabled for the bucket, the lambda function does not enable it again. Which of the following could be an issue
Please select:
A. The AWS Config rule is not configured properly
B. The AWS Lambda function does not have appropriate permissions for the bucket
C. The AWS Lambda function should use Node.js instead of python.
D. You need to also use the API gateway to invoke the lambda function
Correct Answer: B
The most probable cause is that you have not allowed the Lambda functions to have the appropriate permissions on the
S3 bucket to make the relevant changes. Option A is invalid because this is more of permission instead of a
configuration rule issue. Option C is invalid because changing the language will not be the core solution. Option D is
invalid because you don\\’t necessarily need to use the API gateway service For more information on accessing
resources from a Lambda function, please refer to the below URL https://docs.aws.amazon.com/lambda/latest/ds/accessingresources.htmll The correct answer is: The AWS Lambda function does not have appropriate permissions for the
bucket

 

QUESTION 3
You need to ensure that objects in an S3 bucket are available in another region. This is because of the criticality of the
data that is hosted in the S3 bucket. How can you achieve this in the easiest way possible?
Please select:
A. Enable cross-region replication for the bucket
B. Write a script to copy the objects to another bucket in the destination region
C. Create an S3 snapshot in the destination region
D. Enable versioning which will copy the objects to the destination region
Correct Answer: A
Option B is partially correct but a big maintenance overhead to create and maintain a script when the functionality is
already available in S3 Option C is invalid because snapshots are not available in S3 Option D is invalid because
versioning will not replicate objects The AWS Documentation mentions the following Cross-region replication is a bucket level configuration that enables automatic, asynchronous copying of objects across buck in different AWS Regions. For
more information on Cross-region replication in the Simple Storage Service, please visit the below URL:
https://docs.aws.amazon.com/AmazonS3/latest/dev/crr.html The correct answer is: Enable cross-region replication for
the bucket

 

QUESTION 4
In your LAMP application, you have some developers that say they would like access to your logs. However, since you
are using an AWS Auto Scaling group, your instances are constantly being re-created. What would you do to make sure
that these developers can access these log files? Choose the correct answer from the options below
Please select:
A. Give only the necessary access to the Apache servers so that the developers can gain access to the log files.
B. Give root access to your Apache servers to the developers.
C. Give read-only access to your developers to the Apache servers.
D. Set up a central logging server that you can use to archive your logs; archive these logs to an S3 bucket for
developer access.
Correct Answer: D
One important security aspect is to never give access to actual servers, hence Option A.B and C are just totally wrong
from a security perspective. The best option is to have a central logging server that can be used to archive logs. These
logs can then be stored in S3. Options A, B, and C are all invalid because you should not give access to the developers
on the Apache se For more information on S3, please refer to the below link https://aws.amazon.com/documentation/s3
The correct answer is: Set up a central logging server that you can use to archive your logs; archive these logs to an S3
bucket for developer access. Submit your Feedback/Queries to our Experts

 

QUESTION 5
Which of the following is not a best practice for carrying out a security audit?
Please select:
A. Conduct an audit on a yearly basis
B. Conduct an audit if application instances have been added to your account
C. Conduct an audit if you ever suspect that an unauthorized person might have accessed your account
D. Whenever there are changes in your organization
Correct Answer: A
A year\\’s time is generally too long a gap for conducting security audits The AWS Documentation mentions the
following You should audit your security configuration in the following situations: On a periodic basis. If there are
changes in your organization, such as people leaving. If you have stopped using one or more individual AWS services.
This is important for removing permissions that users in your account no longer need. If you\\’ve added or removed
software in your accounts, such as applications on Amazon EC2 instances, AWS OpsWor stacks, AWS CloudFormation
templates, etc. If you ever suspect that an unauthorized person might have accessed your account. Options B, C, and D
are all the right ways and recommended best practices when it comes to conducting audits For more information on
Security Audit guideline, please visit the below URL: https://docs.aws.amazon.com/eeneral/latest/gr/aws-security-auditeuide.html The correct answer is: Conduct an audit on a yearly basis

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  • Vendor: Amazon
  • Exam Code: SAA-C02
  • Exam Name: AWS Certified Solutions Architect – Associate (SAA-C02)
  • Certification: AWS Certified Associate
  • Total Questions: 599 Q&A
  • Exam Language: English
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AWS Certification helps learners build credibility and confidence by validating their cloud expertise with an industry-recognized credential, and organizations identify skilled professionals to lead cloud initiatives using AWS.

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QUESTION 1
A company has a popular gaming platform running on AWS. The application is sensitive to latency because latency can
impact the user experience and introduce unfair advantages to some players The application is deployed in every AWS
Region it runs on Amazon EC2 instances that are part of Auto Scaling groups configured behind Application Load
Balancers (ALBs) A solutions architect needs to implement a mechanism to monitor the health of the application and
redirect traffic to healthy endpoints. Which solution meets these requirements?
A. Configure an accelerator in AWS Global Accelerator Add a listener for the port that the application listens on. and
attach it to a Regional endpoint in each Region Add the ALB as the endpoint
B. Create an Amazon CloudFront distribution and specify the ALB as the origin server. Configure the cache behavior to
use origin cache headers Use AWS Lambda functions to optimize the traffic
C. Create an Amazon CloudFront distribution and specify Amazon S3 as the origin server. Configure the cache behavior
to use origin cache headers. Use AWS Lambda functions to optimize the traffic
D. Configure an Amazon DynamoDB database to serve as the data store for the application Create a DynamoDB
Accelerator (DAX) cluster to act as the in-memory cache for DynamoDB hosting the application data.
Correct Answer: D

 

QUESTION 2
A company is hosting 60 TB of production-level data in an Amazon S3 bucket A solutions architect needs to bring that
data on premises for quarterly audit requirements This export of data must be encrypted while in transit The company
has low network bandwidth in place between AWS and its on-premises data center What should the solutions architect
do to meet these requirements9
A. Deploy AWS Migration Hub with 90-day replication windows for data transfer.
B. Deploy an AWS Storage Gateway volume gateway on AWS Enable a 90-day replication window to transfer the data
C. Deploy Amazon Elastic File System (Amazon EFS), with lifecycle policies enabled, on AWS. Use it to transfer the
data
D. Deploy an AWS Snowball device in the on-premises data center after completing an export job request in the AWS
Snowball console
Correct Answer: A

 

QUESTION 3
A company recently released a new type of internet-connected sensor. The company is expecting lo sell thousands of
sensors, which are designed to stream high volumes of data each second to a central location. A solutions architect
must design a solution that ingests and stores data so that engineering teams can analyze it in near-real time with
millisecond responsiveness. Which solution should the solutions architect recommend?
A. Use an Amazon SQS queue to ingest the data. Consume the data with an AWS Lambda function, which then stores
the data in Amazon Redshift.
B. Use an Amazon SOS queue to ingest the data. Consume the data with an AWS Lambda function, which then stores
the data in Amazon DynamoDB.
C. Use Amazon Kinesis Data Streams to ingest the data. Consume the data with an AWS Lambda function, which then
stores the data in Amazon Redshift.
D. Use Amazon Kinesis Data Streams to ingest the data. Consume the data with an AWS Lambda function, which then
stores the data in Amazon DynamoDB.
Correct Answer: C

 

QUESTION 4
An ecommerce company is running a multi-tier application on AWS. The front-end and backend tiers both run on
Amazon EC2. and the database runs on Amazon RDS for MySQL. The backend tier communicates with the RDS
instance. There are frequent calls to return identical datasets from the database that are causing performance
slowdowns.
Which action should be taken to improve the performance of the backend?
A. Implement Amazon SNS to store the database calls.
B. Implement Amazon ElastiCache to cache the large datasets.
C. Implement an RDS for MySQL read replica to cache database calls.
D. Implement Amazon Kinesis Data Firehose to stream the calls to the database.
Correct Answer: B

 

QUESTION 5
A recent analysis of a company\\’s IT expenses highlights the need to reduce backup costs. The company\\’s chief
information officer wants to simplify the on-premises backup infrastructure and reduce costs by eliminating the use of
physical backup tapes. The company must preserve the existing investment in the on-premises backup applications and
workflows. What should a solutions architect recommend?
A. Set up AWS Storage Gateway to connect with the backup applications using the NFS interface.
B. Set up an Amazon EFS file system that connects with the backup applications using the NFS interface
C. Set up an Amazon EFS file system that connects with the backup applications using the iSCSI interface
D. Set up AWS Storage Gateway to connect with the backup applications using the iSCSI-virtual tape library (VTL)
interface.
Correct Answer: D

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Exam Code: MLS-C01
Exam Name: AWS Certified Machine Learning – Specialty (MLS-C01)
Certification: AWS Certified Specialty
Total Questions: 160 Q&A
Exam Language: English

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AWS Certification helps learners build credibility and confidence by validating their cloud expertise with an industry-recognized credential, and organizations identify skilled professionals to lead cloud initiatives using AWS.

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QUESTION 1
A Machine Learning Specialist working for an online fashion company wants to build a data ingestion solution for the
company\\’s Amazon S3-based data lake.
The Specialist wants to create a set of ingestion mechanisms that will enable future capabilities comprised of:
1.
Real-time analytics
2.
Interactive analytics of historical data
3.
Clickstream analytics
4.
Product recommendations
Which services should the Specialist use?
A. AWS Glue as the data dialog; Amazon Kinesis Data Streams and Amazon Kinesis Data Analytics for real-time data
insights; Amazon Kinesis Data Firehose for delivery to Amazon ES for clickstream analytics; Amazon EMR to generate
personalized product recommendations
B. Amazon Athena as the data catalog; Amazon Kinesis Data Streams and Amazon Kinesis Data Analytics for near real-time data insights; Amazon Kinesis Data Firehose for clickstream analytics; AWS Glue to generate personalized
product recommendations
C. AWS Glue as the data catalog; Amazon Kinesis Data Streams and Amazon Kinesis Data Analytics for historical data
insights; Amazon Kinesis Data Firehose for delivery to Amazon ES for clickstream analytics; Amazon EMR to generate
personalized product recommendations
D. Amazon Athena as the data catalog; Amazon Kinesis Data Streams and Amazon Kinesis Data Analytics for historical
data insights; Amazon DynamoDB streams for clickstream analytics; AWS Glue to generate personalized product
recommendations
Correct Answer: A

 

QUESTION 2
When submitting Amazon SageMaker training jobs using one of the built-in algorithms, which common parameters
MUST be specified? (Select THREE.)
A. The training channel identifying the location of training data on an Amazon S3 bucket.
B. The validation channel identifying the location of validation data on an Amazon S3 bucket.
C. The 1 AM role that Amazon SageMaker can assume to perform tasks on behalf of the users.
D. Hyperparameters in a JSON array as documented for the algorithm used.
E. The Amazon EC2 instance class specifying whether training will be run using CPU or GPU.
F. The output path specifying where on an Amazon S3 bucket the trained model will persist.
Correct Answer: AEF

 

QUESTION 3
A company that promotes healthy sleep patterns by providing cloud-connected devices currently hosts a sleep tracking
application on AWS. The application collects device usage information from device users. The company\\’s Data
The science team is building a machine learning model to predict if and when a user will stop utilizing the company\\’s
devices. Predictions from this model are used by a downstream application that determines the best approach for
contacting users.
The Data Science team is building multiple versions of the machine learning model to evaluate each version against the
company\\’s business goals. To measure long-term effectiveness, the team wants to run multiple versions of the model
in parallel for long periods of time, with the ability to control the portion of inferences served by the models.
Which solution satisfies these requirements with MINIMAL effort?
A. Build and host multiple models in Amazon SageMaker. Create multiple Amazon SageMaker endpoints, one for each
model. Programmatically control invoking different models for inference at the application layer.
B. Build and host multiple models in Amazon SageMaker. Create an Amazon SageMaker endpoint configuration with
multiple product variants. Programmatically control the portion of the inferences served by the multiple models by
updating the endpoint configuration.
C. Build and host multiple models in Amazon SageMaker Neo to take into account different types of medical devices.
Programmatically control which model is invoked for inference based on the medical device type.
D. Build and host multiple models in Amazon SageMaker. Create a single endpoint that accesses multiple models. Use
Amazon SageMaker batch transforms to control invoking the different models through the single endpoint.
Correct Answer: D

 

QUESTION 4
A Machine Learning Specialist is working for a credit card processing company and receives an unbalanced dataset
containing credit card transactions. It contains 99,000 valid transactions and 1,000 fraudulent transactions The
A specialist is asked to score a model that was run against the dataset The Specialist has been advised that identifying
valid transactions are equally as important as identifying fraudulent transactions What metric is BEST suited to score the
model?
A. Precision
B. Recall
C. Area Under the ROC Curve (AUC)
D. Root Mean Square Error (RMSE)
Correct Answer: A

 

QUESTION 5
A machine learning specialist works for a fruit processing company and needs to build a system that categorizes apples
into three types. The specialist has collected a dataset that contains 150 images for each type of apple and applied
transfer learning on a neural network that was trained on ImageNet with this dataset.
The company requires at least 85% accuracy to make use of the model.
After an exhaustive grid search, the optimal hyperparameters produced the following:
1.
68% accuracy on the training set
2.
67% accuracy on the validation set
What can the machine learning specialist do to improve the system\\’s accuracy?
A. Upload the model to an Amazon SageMaker notebook instance and use the Amazon SageMaker HPO feature to
optimize the model\\’s hyperparameters.
B. add more data to the training set and retrain the model using transfer learning to reduce the bias.
C. Use a neural network model with more layers that are pre-trained on ImageNet and apply transfer learning to increase
the variance.
D. Train a new model using the current neural network architecture.
Correct Answer: B

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Return! Our MLS-C01 exam preparation materials are created by the latest exam question updates that are fed back in each practice exam! Amazon AWS Certified Specialty Certifications experts are available to update and change the latest exam questions and answers.

If the purchase of our products after the change, within 60 days of purchase to obtain a replacement of the product. Most importantly, if you first try to pass our study materials and fail the exam we will buy it for you
A full refund is available for the product. Our sole purpose is to help you pass the exam.

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  2. Amazon DVA-C01 exam details
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  5. Free sharing of Amazon DVA-C01 practice test questions
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  • Vendor: Amazon
  • Exam Code: DVA-C01
  • Exam Name: AWS Certified Developer – Associate (DVA-C01)
  • Certification: AWS Certified Associate
  • Total Questions: 436 Q&A
  • Exam Language: English
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AWS Certification helps learners build credibility and confidence by validating their cloud expertise with an industry-recognized credential, and organizations identify skilled professionals to lead cloud initiatives using AWS.

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2. View your certification history

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QUESTION 1
What does an Amazon SQS delay queue accomplish?
A. Messages are hidden for a configurable amount of time when they are first added to the queue.
B. Messages are hidden for a configurable amount of time after they are consumed from the queue.
C. The consumer can poll the queue for a configurable amount of time before retrieving a message.
D. Message cannot be deleted for a configurable amount of time after they are consumed from the queue.
Correct Answer: A
Reference: https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqsdelayqueues.html

 

QUESTION 2
An application displays a status dashboard. The status is updated by 1 KB messages from an SQS queue.
Although the status changes infrequently, the Developer must minimize the time between the message
arrives in the queue and the dashboard update.
What technique provides the shortest delay in updating the dashboard?
A. Retrieve the messages from the queue using long polling every 20 seconds.
B. Reduce the size of the messages by compressing them before sending.
C. Retrieve the messages from the queue using short polling every 10 seconds.
D. Reduce the size of each message payload by sending it in two parts.
Correct Answer: A
https://docs.aws.amazon.com/ko_kr/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-short-andlongpolling.html#sqs-short-long-polling-differences

 

QUESTION 3
What is required to trace Lambda-based applications with AWS X-Ray?
A. Send logs from the Lambda application to an S3 bucket; trigger a Lambda function from the bucket to send data to
AWS X-Ray.
B. Trigger a Lambda function from the application logs in Amazon CloudWatch to submit tracing data to AWS X-Ray.
C. Use an IAM execution role to give the Lambda function permissions and enable tracing.
D. Update and add AWS X-Ray daemon code to relevant parts of the Lambda function to set up the trace.
Correct Answer: D
Reference: https://docs.aws.amazon.com/lambda/latest/dg/services-xray.html

 

QUESTION 4
A Developer is making changes to a custom application that is currently using AWS Elastic Beanstalk.
After the Developer completes the changes, what solutions will update the Elastic Beanstalk environment with the new
application version? (Choose two.)
A. Package the application code into a .zip file, and upload, then deploy the packaged application from the AWS
Management Console
B. Package the application code into a .tar file, create a new application version from the AWS Management Console,
then update the environment by using AWS CLI
C. Package the application code into a .tar file, and upload and deploy the packaged application from the AWS
Management Console
D. Package the application code into a .zip file, create a new application version from the packaged application by using
AWS CLI, then update the environment by using AWS CLI
E. Package the application code into a .zip file, create a new application version from the AWS Management Console,
then rebuild the environment by using AWS CLI
Correct Answer: CD

 

QUESTION 5
A developer is building an AWS Lambda function that will dynamically generate and send a weekly newsletter to
100.000 users This newsletter contains both static text and images The developer needs a fast and highly scalable
a place to store the images that will be hyperlinked in the newsletter Where should the developer store these images?
A. Use an Amazon DynamoDB table with DynamoDB Streams and read capacity autoscaling enabled
B. Use an Amazon S3 bucket and S3 Transfer Acceleration to speed up the image download
C. Use an Amazon Aurora database with a public DNS endpoint and auto-scaling enabled
D. Use an Amazon S3 backed Amazon CloudFront distribution with a high Time-to-Live (TTL) to maximize caching
Correct Answer: D

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