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Course Assessment 1 || AWS Data Engineering || Aws Academy || AWS || AWS Data Engineering Badge 

Education Matters
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Course Assesment
Everyone may get different types of questions we covered almost all the questions in the videos. check the videos which are available for course assessment. and also I am giving some questions in this description. check that questions too. And to get the certificate, you need to get atleast 180 points in this course assessment. Means everyone needs to attempt atleast 18 questions correct. so try to answer 18 questions correctly
Questions in this video
1. Which stages are part of every modern data pipeline?
2. Which options are part of the five Vs of big data?
3. An application extracts and analyzes customer comments from an online chat application. The data is then saved as nested JSON documents in Amazon DocumentDB(with MongoDB compatibility). Which term would best describe the data in this scenario?
4. A data engineer needs to batch index large amounts of textual data on an article website and provide deep keyphrase searching to end users through an app. Which AWS service could help the engineer accomplish this?
5. which option is NOT a pillar of AWS Well - Architected Framework?
6. A data engineer is concerned about increased web traffic during a promotion to attract new customers. The engineer wants to add Amazon EC2 instances to support the increase in demand and be able to better manage the workload. Which service would be the MOST cost-effective to accomplish this task?
7. A system administrator has launched Amazon EC2 instances and would like to create alarms that send notifications when CPU utilization thresholds are breached. Which AWS service would best meet their needs?
8. Which term is NOT a step in data wrangling?
9. What does ELT stand for?
10. Which AWS services can be used to monitor and troubleshoot on AWS Glue Job?
11. Consider this process : Connect to the source and query to create a dataset. Write the resulting dataset to storage. Process the dataset. Make the data available for analytics applications. What is this process an example of?
12. A company has been using an Amazon EC2 instance that is backed by multiple Amazon Elastic Block Store (Amazon EBS) drivers. They want to expand and need to share this block storage data across multiple EC2 instances. Which AWS service or feature should they consider?
13. Which service is MOST commonly associated with data warehousing?
14. A company has a high volume of highly curated data that serves as the central version of the truth for the organization. Which storage option should the company use to ensure data quality?
15. Which options are Amazon EMR nodes types? (Select THREE.)
16. What does YARN stands for?
17. Which statement is NOT correct regarding Apache Hadoop?
18. Which AWS service can help with labeling a dataset?
19. Which step is NOT part of framing a typical machine learning (ML) problem?
20. A developer wants to increase productivity at their company by using a generative artificial intelligence(AI) service that can help generate code. Which AWS service can be embedded in an Integrated development environment(IDE) and generative code?
21. What percentage of a machine learning (ML) dataset should be allocated to training?
22. A data engineer is building a pipeline to perform sentiment analysis on phone calls (audio files). Which set of AWS services could they use?
23. What are the MOST common use cases for Amazon OpenSearch Service?(Select Three)
24. Users with different roles at a video game company use AWS tools and services within different stages of the gaming analytics pipeline. Which role would you associate with exploring and analyzing player data?
Check for other 20 questions with answers in comments.
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23 май 2024

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Some Other Questions:- 1. Which option is NOT a valid data preprocessing strategy? Answer:- Compressing 2. Which option describes a best practice when cleaning data? Answer:- Come to an agreement on what clean looks like. 3. Which scenario describes a challenge to velocity? Answer:- Clickstream data is collected from a shopping website to make personalized recommendations while a user is shopping. When the website is busy, there is a delay in returning results to customers. 4. Which types of processing does the processing layer of a modern data architecture support? (Select TWO.) Answer:- SQL-based processing Near real-time processing 5. An air conditioning company has invested in a product that monitors airflow through hospital ducts. Which AWS service would be well-suited to consume the streaming Internet of Things (IoT) data? Answer:- Amazon Kinesis Data Firehose 6. A company wants to monitor who has been accessing their API. They use Amazon CloudWatch for application metrics and enabled virtual private cloud (VPC) logging. However, they still do not have the information that they need to identify who is making the API calls. Which AWS service should they also implement? Answer:- AWS CloudTrail 7. Which service or feature provides the ability to use simple structured query language (SQL) queries on multiple Amazon S3 files in the most cost-effective way? Answer:- Amazon Athena 8. Which AWS service is BEST suited to ingest data from a software as a service (SaaS) application? Answer:- Amazon AppFlow 9. A company wants to build a website to show leaderboard scores for a high-traffic computer game. Which database would be BEST suited for this purpose? Answer:- Amazon DynamoDB 10. Which service would a data engineer use to encrypt the data in their data lake? Answer:- AWS Key Management Service (AWS KMS) 11. What does feature extraction and selection reduce? Answer:- Dimensionality 12. What is Amazon OpenSearch Service often used for? Answer:- Explore, filter, and aggregate data in near real time. 13. Which AWS service provides cloud-scale business intelligence to help deliver insights that are easy to understand? Answer:- Amazon QuickSight 14. What is the main difference between continuous delivery and continuous deployment? Answer:- Continuous delivery tends to have a manual intervention (checkpoint) before the deployment stage. Continuous deployment does not 15. Which AWS service is designed to ingest data from file systems? Answer:- AWS DataSync 16. Which options are types of cloud storage? (Select THREE.) Answer:- Object, File, Block 17. Which tool or service is NOT used to handle near real-time data? Answer:- Apache Pig 18. What service integration with Amazon Athena will track data versions automatically and provide a way to insert, update, and delete data that is stored in Amazon S3? Answer:- Apache Iceberg 19. AWS Step Functions has several flow states that a data engineer can use to direct and control their workflow. Which option is NOT a flow state? Answer:- Loop 20. Which option is NOT a component of Apache Spark? Answer:- Hudi