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NEW QUESTION: 1
DynamoDB에 표준 SQL 및 기존 BI 도구를 사용하여 유지 및 쿼리하려는 많은 양의 구조화 된 데이터가 있습니다. 어떤 솔루션을 사용해야합니까? 정답을 선택하십시오.
A. DynamoDB의 Redshift에 직접 데이터를 병렬로로드하려면 INSERT 명령을 사용하십시오
B. COPY 명령을 사용하여 DynamoDB에서 Redshift로 데이터를 병렬로 직접로드 합니다.
C. INSERT 명령을 사용하여 DynamoDB에서 직접 EMR에 데이터를 병렬로 로드합니다.
D. COPY 명령을 사용하여 DynamoDB에서 직접 EMR에 데이터를 병렬로로드합니다.
Answer: B
Explanation:
Amazon Redshift is ideal for large volumes of structured data that you want to persist and query using standard SQL and your existing BI tools. You can use our COPY command to load data in parallel directly to Amazon Redshift from Amazon EMR, Amazon DynamoDB, or any SSH- enabled host.
Reference:
https://aws.amazon.com/redshift/faqs/

NEW QUESTION: 2
An organization wants to provide IaaS capabilities in a hybrid cloud. They have the following requirements:
- Each line of business must have access to its own services
- Templates will be shared
- Service templates should be as generic as possible
- Data encryption should be provided for only services that require it
- Each instance should use Microsoft Active Directory for authentication
- Each instance should have the latest OS patches applied
How can these requirements be addressed in a cloud design?
A. Add one template to the service catalog with encryption enabled
Provide orchestration workflows to instantiate and customize instances
Provide orchestration workflows to enable authentication
Enable a configuration manager policy for OS updates and tenant configuration
B. Configure multiple tenants in the service catalog
Add a single template to the service catalog
Provide orchestration workflows enabling instance creation, customization and tenant assignment Provide orchestration workflows enabling data encryption and authentication Enable a configuration manager for OS updates
C. Add a single shared template to the service catalog
Provide orchestration workflows to create a tenant and then instantiate and customize instances Provide orchestration workflows to enable data encryption and authentication Enable a configuration manager policy for OS updates
D. Configure multiple tenants in the service catalog
Add a single shared template to the service catalog
Provide orchestration workflows enabling data encryption and authentication in the template Provide orchestration workflows enabling instance creation, customization and tenant assignment Enable a configuration manager policy for OS updates
Answer: B

NEW QUESTION: 3
A company is interested in building a fraud detection model. Currently, the Data Scientist does not have a sufficient amount of information due to the low number of fraud cases.
Which method is MOST likely to detect the GREATEST number of valid fraud cases?
A. Undersampling
B. Oversampling using bootstrapping
C. Class weight adjustment
D. Oversampling using SMOTE
Answer: D
Explanation:
With datasets that are not fully populated, the Synthetic Minority Over-sampling Technique (SMOTE) adds new information by adding synthetic data points to the minority class. This technique would be the most effective in this scenario. Refer to Section 4.2 at this link for supporting informatio