Jul 01, 2022

Podcast: Six practices for successful AI/ML investments

Vincent Yates

Vincent Yates

Podcast: Six practices for successful AI/ML investments

Credera is excited to announce the release of our latest podcast: "Six practices for successful AI/ML investments."

This podcast, which is available on  iTunesSpotify, Google, and Anchor FM, brings together some of the brightest sparks in technology and transformation consulting to wax lyrical on current trends and challenges facing organisations today.

On this episode

Machine learning (ML) and artificial intelligence (AI) have revolutionised industries and our daily lives, so why is it that 90% of ML models still never make it to production? Credera's CTO Jason Goth and Chief Data Scientist Vincent Yates are discussing the top lessons they've learned over years of working with clients in this domain. Here are the 6 practices they recommend for ensuring your AI/ML investments are successful:

  • Take a design-first approach

  • Keep it simple

  • Know the limitations of your data

  • There’s more engineering in AI/ML solutions than AI or ML

  • You can’t decompose modelling problems like software domains

  • Data scientists don’t know how much things cost

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