How does machine learning enhance data quality?

How does machine learning enhance data quality?

Machine learning enhances data quality by identifying patterns, reducing errors, and automating data cleaning processes.

Can you give me an example of how it does that?

Sure! For instance, machine learning algorithms can detect outliers in datasets, which helps in correcting inaccuracies.

What types of data quality issues can machine learning address?

Machine learning can address issues like missing values, duplicates, and inconsistencies in data.

Are there specific algorithms that are best for improving data quality?

Yes, algorithms like decision trees and clustering techniques are often used for data quality improvement tasks.