The Conference for Machine Learning Innovation

Machine Learning in a Browser

Session
Join the ML Revolution!
Register until October 15:
✓Save up to 223 €
✓10 % Team Discount
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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
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
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
Thursday, September 10 2020
11:15 - 12:00

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

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 Online Edition Online Edition , Munich Munich , Singapore Singapore or oder Berlin Berlin .

Behind the Tracks