🧠Algorithmic challenges in bringing ML models into production with Roey Mechrez, CTO at BeyondMinds
The MLOps Podcast
00:00
Do You Have a Data Driven Platform?
We're doing computee vision solution. Were dinga natural language process a solution. And we're trying to generalize what is common to all these projects as much as possible, and put that in our platform. Can take care one very important factor, as an example, which is retraining of modersor basic assumption about the reality with data driven solutions. We have the entire a life cycle of this retraining, including a collecting frid fid by former pelatos,. Including the notation as specialized ona. This data drifts these new cases, these slow confidence cases that were collecting, aggregating and then initiating a retraining process.
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