A Technology Company Is Creating a Dashboard That Will Visualize

question 7

Multiple Choice

A technology company is creating a dashboard that will visualize and analyze time-sensitive data. The data will come in through Amazon Kinesis Data Firehose with the butter interval set to 60 seconds. The dashboard must support near-real-time data. Which visualization solution will meet these requirements?

• A) Select Amazon Elasticsearch Service (Amazon ES) as the endpoint for Kinesis Data Firehose. Set up a Kibana dashboard using the data in Amazon ES with the desired analyses and visualizations.
• B) Select Amazon S3 as the endpoint for Kinesis Data Firehose. Read data into an Amazon SageMaker Jupyter notebook and carry out the desired analyses and visualizations.
• C) Select Amazon Redshift as the endpoint for Kinesis Data Firehose. Connect Amazon QuickSight with SPICE to Amazon Redshift to create the desired analyses and visualizations.
• D) Select Amazon S3 as the endpoint for Kinesis Data Firehose. Use AWS Glue to catalog the data and Amazon Athena to query it. Connect Amazon QuickSight with SPICE to Athena to create the desired analyses and visualizations.

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Definitions:

Dependent Variable

In an experiment, it's the component predicted to alter due to changes in the independent variable.

Marginal Means

The mean values that appear in the margins of a contingency table, reflecting the average across different levels of a variable.

Dependent Variable

A variable being tested and measured in an experiment, often considered as the outcome or effect that is influenced by another variable.

Independent Variables

Variables in an experiment or study that are manipulated or categorized to observe their effects on dependent variables.