Sign in to confirm you’re not a bot
This helps protect our community. Learn more

Why you should let AI fix your datasets

Microsoft Reactor
115K subscribers
<__slot-el>
<__slot-el>
649 views 1 year ago #AI #data #MicrosoftReactor
Real world data is full of issues, that often hinder AI projects graduating from demos to production. Companies that produce the best AI models (OpenAI, Mistral, Google, Tesla) know this and invest massive amounts of labor/$$ to curate their datasets to be extremely high-quality. Although your team likely cannot afford this, you can benefit from recent advances in automated data curation. Cleanlab is a Data-Centric AI platform that uses novel AI techniques to automatically find and fix common issues in any image, text, or structured/tabular dataset. Come learn how Cleanlab’s algorithms work, and how algorithmic data curation is the fastest way to go from raw data to reliable AI/Analytics. Cleanlab open-source package (most popular software for Data-Centric AI): https://github.com/cleanlab/cleanlab/ Microsoft for Startups Founders Hub helps startups radically accelerate innovation by providing access to industry-leading AI services, expert gui …...more
...more
Why you should let AI fix your datasets
Real world data is full of issues, that often hinder AI projects graduating from demos to production. Companies that produce the best AI models (OpenAI, Mistral, Google, Tesla) know this and invest massive amounts of labor/$$ to curate their datasets to be extremely high-quality. Although your team likely cannot afford this, you can benefit from recent advances in automated data curation. Cleanlab is a Data-Centric AI platform that uses novel AI techniques to automatically find and fix common issues in any image, text, or structured/tabular dataset. Come learn how Cleanlab’s algorithms work, and how algorithmic data curation is the fastest way to go from raw data to reliable AI/Analytics. Cleanlab open-source package (most popular software for Data-Centric AI): https://github.com/cleanlab/cleanlab/ Microsoft for Startups Founders Hub helps startups radically accelerate innovation by providing access to industry-leading AI services, expert guidance, and the essential technology needed to build a future-proofed startup. https://aka.ms/bwaiStartups 📌 Let's connect Aishwarya Srinivasan |   / aishwarya-srinivasan   Jonas Mueller |   / jonasmueller   Subscribe to the Build It With AI: https://aka.ms/BuildItWithAI Build It With AI Playlist: https://aka.ms/BuildItWithAIPlaylist 📅New episode every Tuesday! Get started with Generative AI with Azure AI & OpenAI, available through the Founders Hub program credits. https://github.com/microsoft/generati... #builditwithAI #MicrosoftReactor #FoundersHub #AI #Cleanlab #data #datasets [eventID:21857]

Follow along using the transcript.

Microsoft Reactor

115K subscribers
Chat Replay is disabled for this Premiere.