The Conference for Machine Learning Innovation

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

Session
Join the ML Revolution!
Register until October 20:
✓ Save up to $233
✓ Team discount
✓ Extra Specials for Freelancers
Register Now
Join the ML Revolution!
Register until October 20:
✓ Save up to $233
✓ Team discount
✓ Extra Specials for Freelancers
Register Now
Join the ML Revolution!
Register until November 03:
✓ Save up to €494
✓ 10% Team Discount
✓ Special discount for freelancers
Register Now
Join the ML Revolution!
Register until November 03:
✓ Save up to €494
✓ 10% Team Discount
✓ Special discount for freelancers
Register Now
Join the ML Revolution!
Until the Conference starts:
✓ Group discount
✓ Special discount for freelancers
Register Now
Join the ML Revolution!
Until the Conference starts:
✓ Group discount
✓ Special discount for freelancers
Register Now
Infos

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