Knowee
Questions
Features
Study Tools

Which of the following is a method used for data cleaning?a. Data miningb. Data filteringc. Data encryptiond. Data scaling

Question

Which of the following is a method used for data cleaning?

a. Data mining
b. Data filtering
c. Data encryption
d. Data scaling

🧐 Not the exact question you are looking for?Go ask a question

Solution

The method used for data cleaning from the options provided is b. Data filtering.

Here's a brief explanation of each term:

a. Data mining: This is the process of discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems.

b. Data filtering: This is the process of choosing a smaller part of your data and only using that subset for viewing or analysis. It is indeed a method used in data cleaning to filter out irrelevant or inaccurate data.

c. Data encryption: This is the process of converting data into a code to prevent unauthorized access.

d. Data scaling: This is a step in data preprocessing that is applied to independent variables or features of data. It basically helps to normalise the data within a particular range. Sometimes, it also helps in speeding up the calculations in an algorithm.

This problem has been solved

Similar Questions

Which of the following is NOT a step in the data mining process?Data EncodingData ExplorationData CleaningData Modeling

Which of the following is NOT a primary step in the data analysis process?Data cleaningData modelingData visualisationData storage

Which of the following is not a data processing operation?a. Data sortingb. Data compressionc. Data encryptiond. Data deletion

Name the process in which a A datewarehouse is updated regularlya.Data Scrubbingb.ETLc.Data Cleaningd.STL

Data Analysis is a process of?A)cleaning dataB)inspecting dataC)transforming dataD)All of the above

1/3

Upgrade your grade with Knowee

Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.