The Conference for Machine Learning Innovation

Real Machine Learning challenges that you’ve never faced at Kaggle

Session
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
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 12:
✓ML Intro Day for free
✓Save up to $380
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

Let’s develop more ML systems that solve real-world problems! But first, we invite you to explore how much they can differ from solutions built for a competition or during research. When ML transferred from a purely academic discipline to a technology that is actively being implemented in business, specialists started to experience new unfamiliar challenges related to data processing, algorithm selection, communications with the customer, expectations management, and many more. This talk will make you a little more prepared for these issues, whether you are a developer or an entrepreneur. We will look at two projects implemented in production: carotid artery examination and vehicle behavior analysis. Going through some significant challenges faced during the development, we will analyze how they were tackled, and what are the general options to address these types of problems. We expect these examples to help you deal with problems you might encounter in your future real projects.

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 .

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

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 Munich Munich , Singapore Singapore or oder Berlin Berlin .

Behind the Tracks