Types of Data Product | How to build Data Products
Types of Data Product |
Data product can be in following categories |
Raw Data |
Here raw data created by user deliver value e.g. linkedin endrosement Field, tagging on Facebook |
Derived Data |
In this type data pipeline/logic is written to transform data from one form to another form e.g. Consumer price index, risk index |
Algorithimic data creation |
In this type, data is derived or transformed. but it is significant transformation thru algorithm or machine learning e.g. Translate from English to French, New summary, Earning call summary |
Decison Support |
In this type of data product, focus on making human more intelligent. These data product assist human or information working in making decision e.g. Click Thru rate |
Automated Decision support |
In this category data product is used for automated decision making without human e.g. automated drone |