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

question 56

Multiple Choice

A company wants to use an automatic machine learning (ML) Random Cut Forest (RCF) algorithm to visualize complex real-world 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.

Recognize the importance of credit checks by employers.

Learn the conditions and implications of interest on student loans.

Comprehend the factors influencing the amount of financial aid from scholarships and grants.

Understand the process and strategies for successfully completing the FAFSA.

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Definitions:

Single-Blind

A study or experiment design where only the participants are unaware of which group (experimental or control) they belong to, preventing bias in their responses.

Cross-Sectional

A research method that involves analyzing data from a population at a specific point in time to identify patterns or relationships.

Eight Ages of Social Development

Erik Erikson's theory that proposes eight stages of human development, each characterized by a different psychological conflict that must be resolved.

Hierarchy of Needs

A psychological theory proposed by Abraham Maslow that is often depicted as a pyramid with five levels of needs, ranging from basic physiological needs at the bottom to self-actualization at the top.