What is Data Quality in Machine Learning? - Analytics Vidhya

Machine learning has become an essential tool for organizations of all sizes to gain insights and make data-driven decisions. However, the success of ML projects is heavily dependent on the quality of data used to train models. Poor data quality can lead to inaccurate predictions and poor model performance. Understanding the importance of data quality in ML and the various techniques used to ensure high-quality data is crucial. This article will cover the basics of ML and the importance of data quality in the success of ML models.