What does Andrew's "data-centric ml" mean more concretely?
How to use this item?
In this article, you will learn how Pierre-Louis Bescond, ranked 5th in Andrew Ng’s competition, improved the quality of the dataset. Pierre-Louis summarized his process, how a high quality dataset is not just about data cleaning.
In this recipe, you’ll learn fundamentals of Data-Centric ML, advanced techniques of data quality assurance with NLP implementation, as well as bonus material on how big companies implement large-scale data-centric mindset in production.