Round Table Discussion - Data-Centric MLOps

TensorFlow Turkey launches a new series of events to hold round table discussions around a predefined topic in machine learning. And we're getting started with data-centric MLOps.

 

Data-Centric AI

On March 24, 2021, Andrew Ng gave a talk on YouTube titled A Chat with Andrew on MLOps: From Model-centric to Data-centric AI , where they emphasized the fact that data operations is a core part of any machine learning project, so we should change our attitude to focus more on the data side of things. At this round table discussion event, we will build upon Andrew Ng's talk and brainsttorm about the following:

  • Model-centric vs. data-centric AI
  • Challenges and opportunities in going data-centric
  • Obtaining high-quality data
  • Consideration about data quality
  • Measuring data quality
  • Building MLOps with built-in data operations
  • And any relevant experience you may bring along.

 

How you can join

The event will be hosted on our Discord server. Simply RSVP to the event to see the invite link if you haven't joined there. It'd be great if you could watch the talk by Andrew Ng linked above beforehand. Get your drinks and snacks, and bring us your open mindedness, desire for learning and sharing love. Your ideas matter!

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Saturday, May 8, 2021
18:30 - 20:30
Africa/Abidjan
Online