Enhancing Data Preparation With AI for Business Intelligence

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Learn how data-centric AI can help automate data preparation for business intelligence, ensuring reliable conclusions for subsequent data analysis with Cleanlab

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.

 

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