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Data science is the process of diverse set of data through ?A. Organizing dataB. Processing dataC. Analysing dataD. All of the above

Question

Data science is the process of diverse set of data through ?

A. Organizing data
B. Processing data
C. Analysing data
D. All of the above

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Solution

Break Down the Problem

  1. Identify the components involved in the definition of data science.
  2. Analyze the roles of organizing, processing, and analyzing data.
  3. Evaluate the options given to find the most comprehensive answer.

Relevant Concepts

  • Organizing Data: Structuring data into a usable format.
  • Processing Data: Transforming data into a suitable format for analysis.
  • Analyzing Data: Extracting insights and patterns from the processed data.

Analysis and Detail

  1. Organizing Data: This is crucial as it sets the foundation for how data will be accessed and manipulated.
  2. Processing Data: It directly relates to preparing the data for analytical tasks.
  3. Analyzing Data: This is the ultimate goal, as data science aims to derive knowledge and insights from datasets.

Each of these steps is essential to the data science process, suggesting that all these components work together to achieve the outcomes of data science.

Verify and Summarize

Given that all three components play a crucial role in the field of data science, the most accurate answer would indeed encompass all these aspects.

Final Answer

D. All of the above

This problem has been solved

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