How to use machine learning in data quality testing?

Machine learning plays a crucial role in improving data quality. And data quality is a core part of data management and of making the results of analytics applications believable for machine learning to be applied with right algorithms. Machine learning is still very early in the adoption cycle and you if its requirement for large data sets is really new, as many existing analytics systems also use them it means is going to play bigger role in data quality testing and analysis.

Machine learning is used to read the patterns of the data and how it is used for answering about certain set of queries. Machine learning helps to understand the behavior of the end-users and answer their questions accordingly. Before launching such AI-backed applications, the testing of data important to ensure the quality of results and machine learning helps to monitor the quality of data and comes with analysis how far it is useful to develop AI-enabled models.

Image for post

Machine Learning Helps to Ensure Quality Data

Using machine learning can ensure data quality across the enterprise and using the right technology can provide a firm with one of its core needs data in context. And data quality will be a differentiator for any organization’s data insights. In due course, humans cannot check at the rate of speed needed to interpret data in petabytes zettabytes, where machine learning plays an important role to interpret or test the data at high speed with maximum accuracy.

The quality of data is an important factor to develop AI-backed such models and if you are looking for high-quality data that don’t required any testing before implementation, Cogito is the right company providing high-quality machine learning datasets for training of AI-oriented various business models and utility applications to work automatically. Cogito is specialized in collection, classification and annotation of training datasets making available for varied industries like ecommerce, automobiles, hospital and education at affordable pricing.


Cogito one of the best data annotation/Labeling companies that offers one-stop solution for machine learning training data. more-

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store