The Conference for Machine Learning Innovation

Production nightmare of building AI systems at scale – The last mile

Session
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Register until August 12:
✓ML Intro Day for free
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Join the ML Revolution!
Register until August 12:
✓ML Intro Day for free
✓Save up to $380
Register Now
Join the ML Revolution!
Register until August 19:
✓ML Intro Day for free
✓Save up to €490
Register Now
Join the ML Revolution!
Register until August 19:
✓ML Intro Day for free
✓Save up to €490
Register Now
Join the ML Revolution!
Register until the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
Register Now
Join the ML Revolution!
Register until the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
Register Now
Infos

AI is no longer a secret ritual performed by digital-native organizations. Indeed, there was a time when legacy industries would brush off the need of AI systems right at the outset. The times have changed! This talk is not about how to build an AI use case, or how to get managements’ buy-in, or how the lack of talent hampers such initiatives. Neither does it focus on how to get the necessary data, nor on building DL models. While a few organizations continue to be challenged by these concerns, most are facing a completely new predicament. A business-driven dilemma of operationalizing AI systems beyond prototypes. That’s what we are going to talk about. I will share my vision, blue print and personal stories across telecom, manufacturing and automotive industries, including both corporate and start-up experiences. I will tell you how to go from a shiny proof-of-concept to AI production systems, what challenges we faced, and the best practices to avoid the pitfalls.

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Singapore Singapore .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Berlin Berlin .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Munich Munich .

This Session Diese Session originates from the archive of stammt aus dem Archiv von MunichMunich . 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