Which of the following represents the process of studying data to find useful information?
data scattering
data analysis
data visualisation
datasets
data analysis
Which of the following represents the collection of data that is arranged in a specific order for an Ai model?
Dataset
The process of studying data to find useful information is called data analysis.
The correct answer is "data analysis".
Data analysis is the process of studying and examining data to discover meaningful patterns, derive insights, and make informed decisions. It involves various techniques, such as cleaning and preprocessing the data, applying statistical methods, and using software tools to explore and analyze the data.
To arrive at the correct answer, you can eliminate the options that do not relate to studying data for meaningful insights.
- "Data scattering" is not a term commonly used in the context of analyzing data. It does not accurately represent the process of studying data.
- "Data visualization" refers to presenting data in visual formats like charts, graphs, or maps. While it can be a part of data analysis, it may not capture the entirety of the process.
- "Datasets" refers to collections of data, not the process of studying them for useful information.
By understanding the definitions and meanings of these terms, you can identify 'data analysis' as the correct option.