A Company Wants to Use an Automatic Machine Learning (ML)

question 8

Multiple Choice

A company wants to use an automatic machine learning (ML) Random Cut Forest (RCF) algorithm to visualize complex real-word scenarios, such as detecting seasonality and trends, excluding outers, and imputing missing values. The team working on this project is non-technical and is looking for an out-of-the-box solution that will require the LEAST amount of management overhead. Which solution will meet these requirements?

• A) Use an AWS Glue ML transform to create a forecast and then use Amazon QuickSight to visualize the data.
• B) Use Amazon QuickSight to visualize the data and then use ML-powered forecasting to forecast the key business metrics.
• C) Use a pre-build ML AMI from the AWS Marketplace to create forecasts and then use Amazon QuickSight to visualize the data.
• D) Use calculated fields to create a new forecast and then use Amazon QuickSight to visualize the data.

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Definitions:

Investment

The act of allocating resources, usually money, with the expectation of generating an income or profit, often through the purchase of assets like stocks, bonds, or real estate.

Depression

A prolonged period of significant economic decline characterized by a substantial increase in unemployment, a drop in available credit, shrinking output, and bankruptcies.

Keynes

John Maynard Keynes was a British economist whose theories revolutionized macroeconomic practices and governmental economic policies.

Government Spending

Expenditures made by the government for the purpose of economic activity, including salaries of public servants, public projects, and social services.