The Conference for Machine Learning Innovation

Data Centric AI vs Model Centric AI – The “right” data vs “best” model culture

Session
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✓10% team discount
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Register until November 7th:
✓Save up to € 210
✓10% Team Discount
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Register until March 5:
✓ML Intro Day for free
✓Save up to 500 €
✓10 % Team Discount
Register Now
Infos
Thursday, November 24 2022
13:00 - 13:45
Room:
Stage 2 - SNG
Infos
Tuesday, November 29 2022
12:30 - 13:15
Room:
Salon 3

In 2022, Dr. Andrew Ng introduced the concept for Data Centric AI. The claims of Data centric AI is to get your data right first over your model right. We as machine learning specialist often are obsessed with building and training state of the art model. We worry very little about quality of our model. A mediocre model with great data quality (labels) is way better than a state of the art model with noisy or incorrect data.In this talk I will cover the best practices when it comes to Data Centric AI and how to balance it with "Model centric AI". We will discuss the key parameters to understand data quality, pitfall and systemic strategy to drive data centric and model centric AI in the production enviroment.

Take me to the full program of Zum vollständigen Programm von Singapore Singapore .

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This Session belongs to the Diese Session gehört zum Programm vom SingaporeSingapore and  und BerlinBerlin program. Take me to the program of . Hier geht es zum Programm von Munich Munich .

This Session Diese Session belongs to the gehört zum Programm von SingaporeSingapore and  und BerlinBerlin program. Take me to the current program of . Hier geht es zum aktuellen Programm von Singapore Singapore , Berlin Berlin or oder Munich Munich .

Behind the Tracks