The Conference for Machine Learning Innovation

Machine Learning in a Browser

Session
Join the ML Revolution!
Register until October 21:
✓ 50% off on all prices
✓ 10% team discount
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Join the ML Revolution!
Register until October 21:
✓ 50% off on all prices
✓ 10% team discount
Register Now
Join the ML Revolution!
Register until September 23:
✓ PS Classic or C64 Mini for free
✓ Save up to €310
10 % Team Discount
Register Now
Join the ML Revolution!
Register until September 23:
✓ PS Classic or C64 Mini for free
✓ Save up to €310
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 the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
Register Now
Infos

Machine learning in a web browser?! Yes, you read that correctly! Machine learning is typically regarded as the purview of traditional scientific computing environments such as Python and MATLAB. However, recent advances in web technologies are rapidly opening a new frontier for machine learning which extends beyond the desktop and into your browser.

In this session, I’ll discuss the current state-of-the-art for machine learning in the browser and introduce libraries for high-performance linear algebra, statistical computing, and neural networks. I’ll highlight how changes in web standards are facilitating the rise of these libraries and thus accelerating the adoption of browser-based machine learning. I’ll follow with lessons learned while implementing machine learning algorithms for use in web applications, discussing common implementation mistakes, portability issues, and how to maximize performance. Finally, I will conclude by offering insights into how you can take advantage of the next big machine learning revolution, all within your browser!

This Session originates from the archive of Diese Session stammt aus dem Archiv von SingaporeSingapore and  und BerlinBerlin . 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 and  und BerlinBerlin . 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 and  und BerlinBerlin . 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 and  und BerlinBerlin . 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