Using SQL for Data Cleaning in Machine Learning
Using SQL for Data Cleaning in Machine Learning Data cleaning is a critical step in the machine learning pipeline, and it is one that often consumes a significant portion of a data scientist’s time. If you’re dealing with structured data in a relational database, SQL (Structured Query Language) can be a powerful tool for this task. In this post, we will explore some ways to leverage SQL for data cleaning.