Question

describe the data processing cycle with the help of diagram​

Answer 1

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Answer 2

The data processing cycle is described below:

• Data processing is the process of taking raw data and turning it into information that can be used. An organization's team of data scientists and data engineers typically performs it in a step-by-step manner.

• Raw data is fed into a system in a series of steps known as the data processing cycle in order to produce useful insights. Although the steps are carried out in a specific order, the whole procedure is cycled back on itself.

• Collection: The first stage of the data processing cycle is the gathering of raw data. The type of raw data gathered has a significant influence on the results generated.
• Preparation: Sorting and filtering raw data to remove erroneous and inaccurate information is known as data preparation or data cleaning.
• Input: The raw data is transformed into machine-readable format and fed into the processing unit in this step.
• Processing of Data: In this step, machine learning and artificial intelligence algorithms are used to process the raw data in a variety of ways to produce a desired result.
• Output: Finally, the user receives the data and it is presented to them in a readable format, such as graphs, tables, vector files, audio, video, documents, etc.

To learn more about data processing, refer to these answers:

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