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NEW QUESTION: 1
Given the code fragment:
What is the result?
A. 3 : 3 : 4
B. 6 : 5 : 6
C. 4 : 4 : 4
D. 5 : 3 : 6
Answer: C
NEW QUESTION: 2
A large consumer goods manufacturer has the following products on sale:
- 34 different toothpaste variants
- 48 different toothbrush variants
- 43 different mouthwash variants
The entire sales history of all these products is available in Amazon S3. Currently, the company is using custom-built autoregressive integrated moving average (ARIMA) models to forecast demand for these products. The company wants to predict the demand for a new product that will soon be launched.
Which solution should a Machine Learning Specialist apply?
A. Train a custom ARIMA model to forecast demand for the new product.
B. Train a custom XGBoost model to forecast demand for the new product.
C. Train an Amazon SageMaker k-means clustering algorithm to forecast demand for the new product.
D. Train an Amazon SageMaker DeepAR algorithm to forecast demand for the new product.
Answer: D
Explanation:
The Amazon SageMaker DeepAR forecasting algorithm is a supervised learning algorithm for forecasting scalar (one-dimensional) time series using recurrent neural networks (RNN). Classical forecasting methods, such as autoregressive integrated moving average (ARIMA) or exponential smoothing (ETS), fit a single model to each individual time series. They then use that model to extrapolate the time series into the future.
https://docs.aws.amazon.com/sagemaker/latest/dg/deepar.html
NEW QUESTION: 3
솔루션 아키텍트는 애플리케이션의 응답 시간이 느리다는 것을 알게 되었습니다. MySQL RDS의 CloudWatch 지표는 읽기 IOPS가 높고 데이터베이스가로드 될 때 크게 변동 함을 나타냅니다.
IOPS 변동을 해결하기 위해 데이터베이스 환경을 어떻게 다시 설계해야 합니까?
A. 더 많은 RAM을 얻기 위해 RDS 인스턴스 유형을 변경하십시오.
B. 스토리지 유형을 프로비저닝 된 IOPS로 변경하십시오.
C. DB 계층을 별도의 RDS 인스턴스로 분할합니다.
D. 웹 서버 계층을 수평으로 확장합니다.
Answer: B