In the world of Data Analytics and Business Intelligence, the data teams, also called as the “ ”, who build solutions that are needed by business users and work with engineering teams , essentially build the infrastructure for Data. purple teams BI teams predominantly work on building flows or pipelines that deliver reports and essential dashboards for business user consumption.
Better outcomes yield a better customer experience. To learn more, you can refer to the course from MIT. Data-centric AI Introducing Cleanlab is an open-source project that helps you clean data and labels by automatically detecting issues in the dataset. Cleanlab uses - based on a paper that talks about estimating uncertainty in dataset labels by Curtis Northcutt and others. Cleanlab confident learning Cleanlab.ai Cleanlab basically enhances a data analysis workflow by inducing AI.