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Debugging data to build better and more fair ML applications

Snorkel AI

Ce Zhang is an associate professor in Computer Science at ETH Zürich. He presented “Building Machine Learning Systems for the Era of Data-Centric AI” at Snorkel AI’s The Future of Data-Centric AI event in 2022. You could have a missing value, you could have a wrong value, and you have a whole bunch of those data examples.

ML 52
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Debugging data to build better and more fair ML applications

Snorkel AI

Ce Zhang is an associate professor in Computer Science at ETH Zürich. He presented “Building Machine Learning Systems for the Era of Data-Centric AI” at Snorkel AI’s The Future of Data-Centric AI event in 2022. You could have a missing value, you could have a wrong value, and you have a whole bunch of those data examples.

ML 52
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Basic Data Science Terms Every Data Analyst Should Know

Pickl AI

Key Components of Data Science Data Science consists of several key components that work together to extract meaningful insights from data: Data Collection: This involves gathering relevant data from various sources, such as databases, APIs, and web scraping.