Ashwin Nairashwinairsblog.hashnode.dev·Mar 23, 2023Data-Centric AI: Because 'Trust Me, I'm an Expert' Just Doesn't Cut It AnymoreAs someone who's studying computer science, I find it amazing how much progress has been made in AI in recent years. It's mind-blowing how machines can learn from data and make decisions that are reshaping industries like healthcare, finance, and tra...DiscussData Science
Samhita AllaforFlyte Blogacidic-committee-improve-52.hashnode.dev·Dec 19, 2022How Alectio Migrated from Airflow to Flyte to Build the First MLOps Pipeline for Data-Centric AIBy Jennifer Prendki — founder and CEO of Alectio, a company created to automate the cleaning and optimization of trained datasets. In 2019, the Alectio team embarked on a mission: to operationalize and automate data preparation for machine learning. ...Discuss·2 likes·337 readsmlops
Soopersetsooperset.hashnode.dev·Aug 15, 2022MLOps: From Model-centric to Data-centric AI ReviewThis is a review of Andrew Ng's Talk "MLOps: From Model-centric to Data-centric AI." AI System = Code + Data Data is Food for AI If we compare AI modeling work to cooking, the process of preparing data is the same as preparing good cooking ingredie...Discuss·67 readsAI
