Industry Intellect

Join the discourse on emerging tech trends, discover new insights, and broaden your understanding of the digital frontier from industry thought leaders

Thought Leadership

Data-Centric AI: The advantages for engineers in various sectors through the shift from Model-Centric to Data-Centric AI

By David Willingham, Deep Learning Product Manager, MathWorks
November 10, 2023
To enhance accuracy in diverse applications, many engineers have been embracing data-centric AI which differs from the traditional model-centric approach. What seems to be a prompt for most engineers to reassess their priorities and workflows is the abundance of available data and recognition of the advantages offered by reliable data. By acknowledging that a model's performance heavily relies on the quality of the training data, this emphasis on data has empowered engineers to enhance model accuracy without engaging in the repetitive process of constantly adjusting parameters.

Stay up to date with the lastest Opti-Num news

Thank you!
Your submission has been received!
Oops! Something went wrong while submitting the form.