It starts with collecting raw data from various sources. Then comes pre-processing, which is cleaning and transforming the data. After that, data mining algorithms analyse the data to find patterns.

Data validation in machine learning plays a critical role in ensuring that data sets adhere to specific project criteria and affirming the effectiveness of prior cleaning and transformation efforts.

Data preprocessing is a critical part of the big data analysis process, and its quality directly affects the accuracy and effectiveness of subsequent analysis results. The release of this patent ...