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MLOps Coffee Sessions #106 with Curtis Northcutt, CEO & Co-Founder of Cleanlab, Cleanlab: Labeled Datasets that Correct Themselves Automatically co-hosted by Vishnu Rachakonda.// AbstractPioneered at MIT by 3 Ph.D. Co-Founders, Cleanlab is an open-source/SaaS company building the premier data-centric AI tools workflows for (1) automatically correcting messy data and labels, (2) auto-tracking of dataset quality over time, (3) automatically finding classes to merge and delete, (4) auto ml for data tasks, (5) obtaining and ranking high-quality annotations, and (6) training ML models with messy data.Most of the prescriptive tasks (finding issues) can be done in one line of code with their open-source product: https://github.com/cleanlab/cleanlab.// BioCurtis Northcutt is the CEO and Co-Founder of Cleanlab focused on making AI work reliably for people and their messy, real-world data by automatically fixing issues in any ML dataset. Curtis completed his Ph.D. in Computer Science at MIT, receiving the MIT Thesis Award, NSF Fellowship, and the Goldwater Scholarship. Prior to Cleanlab, Curtis worked at AI research groups including Google, Oculus, Amazon, Facebook, Microsoft, and NASA.// MLOps Jobs board https://mlops.pallet.xyz/jobsMLOps Swag/Merchhttps://mlops-community.myshopify.com/// Related Linkshttps://github.com/cleanlab/cleanlabhttps://cleanlab.ai/blog/cleanlab-history/https://labelerrors.com/ https://l7.curtisnorthcutt.com/https://nips.cc/Conferences/2021/ScheduleMultitrack?event=47102https://www.youtube.com/watch?v=ieUOv1sQPlwhttps://cleanlab.typeform.com/to/NLnU1XZFCameo cheating detection system: https://arxiv.org/ftp/arxiv/papers/1508/1508.05699.pdf The Cathedral & the Bazaar book: https://www.amazon.com/Cathedral-Bazaar-Musings-Accidental-Revolutionary/dp/0596001088--------------- ✌️Connect With Us ✌️ -------------Join our slack community: https://go.mlops.community/slackFollow us on Twitter: @mlopscommunitySign up for the next meetup: https://go.mlops.community/registerCatch all episodes, blogs, newsletters, and more: https://mlops.community/Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/Connect with Vishnu on LinkedIn: https://www.linkedin.com/in/vrachakonda/Connect with Curtis on LinkedIn: https://www.linkedin.com/in/cgnorthcutt/Timestamps:[[[[[[[[[[[[[[[[[[[[



