The Conference for Machine Learning Innovation

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

Session
Join the ML Revolution!
Register until September 15:
✓ Save up to $323
✓ 3 Day Special
✓ Team discount
Register Now
Join the ML Revolution!
Register until September 15:
✓ Save up to $323
✓ 3 Day Special
✓ Team discount
Register Now
Join the ML Revolution!
Register until August 18:
✓ Pre-conference workshops for free
✓ Save up to €503
✓ 10 % Team Discount
Register Now
Join the ML Revolution!
Register until August 18:
✓ Pre-conference workshops for free
✓ Save up to €503
✓ 10 % Team Discount
Register Now
Join the ML Revolution!
Until the Conference starts:
✓ Group discount
✓ Special discount for freelancers
Register Now
Join the ML Revolution!
Until the Conference starts:
✓ Group discount
✓ Special discount for freelancers
Register Now

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 .

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

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