The Conference for Machine Learning Innovation

Some Things I wish I had known about Scaling Machine Learning Solutions

Session
Join the ML Revolution!
Register until February 27:
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Join the ML Revolution!
Register until February 27:
✓Save up to $220
✓10% team discount
Register Now
Join the ML Revolution!
Register until March 5:
✓ML Intro Day for free
✓Save up to 500 €
✓10 % Team Discount
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Join the ML Revolution!
Register until March 5:
✓ML Intro Day for free
✓Save up to 500 €
✓10 % Team Discount
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
Infos
Wednesday, March 25 2020
10:00 - 10:45

Building artificial solutions in the real world is a road full of challenges and very few answers. From training, regularization to deployment and monitoring we are just starting to figure out what are the best practices used to build AI solutions at scale. This session presents a series of patterns and anti-patterns of large scale AI solutions. Covering the entire lifecycle of AI solutions, from training to deployment, we will explore patterns and architectures that should be followed to build AI solutions at scale as well as not-so-obvious anti-patterns that can result in major disasters. To keep things practical, we will explore our AI patterns and anti-patterns through the lens of real customers building real AI solutions.

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

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

Behind the Tracks