The Conference for Machine Learning Innovation

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

Session
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Register until October 15:
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Join the ML Revolution!
Register until October 15:
✓Save up to 223 €
✓10 % Team Discount
Register Now
Join the ML Revolution!
Register until December 12:
✓ML Intro Day for free
✓Raspberry Pi or C64 Mini for free
✓Save up to $580
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Join the ML Revolution!
Register until December 12:
✓ML Intro Day for free
✓Raspberry Pi or C64 Mini for free
✓Save up to $580
Register Now
Join the ML Revolution!
Register until November 7th:
✓Save up to € 210
✓10% Team Discount
Register Now
Join the ML Revolution!
Register until November 7th:
✓Save up to € 210
✓10% Team Discount
Register Now

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 belongs to the Diese Session gehört zum Programm vom MunichMunich program. Take me to the program of . Hier geht es zum Programm von Online Edition Online Edition .

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

This Session belongs to the Diese Session gehört zum Programm vom MunichMunich program. Take me to the program of . Hier geht es zum Programm von Singapore Singapore .

This Session belongs to the Diese Session gehört zum Programm vom MunichMunich program. Take me to the program of . Hier geht es zum Programm von Berlin Berlin .

This Session Diese Session belongs to the gehört zum Programm von MunichMunich program. Take me to the current program of . Hier geht es zum aktuellen Programm von Online Edition Online Edition , Munich Munich , Singapore Singapore or oder Berlin Berlin .

Behind the Tracks