Category Archives: Data Quality

Challenges of Dirty Data

We are working in a data driven world and are required to make data driven decisions. Now-a- days managers are regularly bombarded with loads of data via dashboards and reports.  As business tycoon Mr. Mukesh Ambani says, ‘Data is the new oil’ and as with oil, data also must be transformed to be of real value to the organization and in larger terms to the society.

The role of data scientist is in hot demand and they are constantly trying to make sense of data by building data models that can provide crucial insights necessary for organizations to grow and generate more value. However, the data professionals face many challenges that prevent them from building powerful models. According to a study conducted by Kaggle titled the “State of Data Science and Machine Learning”. One of the questions asked in the survey was, “At work which barriers or challenges have you faced this past year?” Following are the top results: Continue reading

Posted in Data Quality, MirketaInc, Salesforce.