Question

What is the term for the process of converting data from one "raw" format to another format making it more appropriate and valuable for a variety of downstream purposes such as analytics and that allows for efficient consumption of the data?

A) Data Aggregation
B) Data Ingestion
C) Data Transformation
D) Data Encryption

Answer 1

option c,The term for converting raw data into a more valuable format for analysis is Data Transformation. It is critical for data analysis and interpretation in fields such as data science.

Step-by-step explanation:

The term for the process of converting data from one 'raw' format to another format to make it more appropriate and valuable for purposes such as analytics is C) Data Transformation. This process allows for efficient consumption of the data. Data transformation is a critical step in making sense of raw data and determining whether the data supports a hypothesis by utilizing statistics, as is often necessary in data science.

For example, the actual measurements of bacterial growth that are gathered in scientific investigations are raw data, which often need to be transformed to be effectively analyzed and interpreted. Without data transformation, the raw data may not be in a format that is conducive to analysis or hypothesis testing.