Pipeline Conversations
MLOps and LLMOps, from the trenches
Displaying 3 items of Pipeline Conversations with the tag "data".
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Safe and Testable Computer Vision with Lakera
August 4th, 2022 | Season 2 | 57 mins 32 secs
computer-vision, data, machine-learning, mlops, monitoring, safety, testing
This week I spoke with Mateo Rojas-Carulla, the CTO and a co-founder of Lakera and Matthias Kraft, also a co-founder and the CPO there. Lakera is an AI safety company that does a lot of work in the computer vision domain, building a platform and tools for users to gain more confidence in the output and functionality of their models.
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ML Monitoring with Emeli Dral
July 7th, 2022 | Season 2 | 46 mins 57 secs
data, machine-learning, mlops, monitoring
I'll be having some conversations with the people behind the tools that ZenML offers as integrations. We spoke with Ben Wilson a few weeks back, and today I'm pleased to publish this conversation with Emeli Dral, co-founder and CTO of Evidently, an open-source tool tackling the problem of monitoring of models and data for machine learning.
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Humans in the Loop with Iva Gumnishka
June 23rd, 2022 | Season 2 | 50 mins 55 secs
annotation, data, data-annotation, data-centric-ai, labeling, machine-learning
We were lucky to get to talk to Iva Gumnishka, the founder of Humans in the Loop. They are an organisation that provides data annotation and collection services. Their teams are primarily made up of those who have been affected by conflict and now are asylum seekers or refugees.