How AI and Machine Learning Can Help Advance the Vision of Better Data
Companies are under pressure to manage and govern their data assets more systematically as data quantities have grown. Furthermore, current data management approaches are insufficiently scalable and incapable of handling ever-growing data quantities. The good news is that significant advancements in machine learning (ML) and artificial intelligence (AI) can help enterprises with Data Cleansing. How can AI and ML help advance the vision of better data? Automatic data capture - Apart from data predictions, AI may aid data quality by automating data entry via intelligent capture. It guarantees that all-important data gathered and there are no holes in the system. Recognize duplicate records - AI can assist in removing duplicate records from a database and maintaining appropriate gold keys. Identifying and eliminating repeating items from a large company's repository is difficult without sophisticated processes. Intelligent systems that identify and delete dupli...