Presented By O'Reilly and Cloudera
Make Data Work
September 25–26, 2017: Training
September 26–28, 2017: Tutorials & Conference
New York, NY

What is deep learning?

Mikio Braun (Zalando SE)
9:30am10:00am Tuesday, September 26, 2017
Location: 1E 11
Average rating: *****
(5.00, 1 rating)

Deep learning has changed the way we analyze data at a large scale, but for many people, questions remain. How does it actually work and what does it do? What is the connection between artificial intelligence and deep learning? Is this really the technology that will allow us to construct thinking machines?

Mikio Braun reviews recent advances in deep learning, highlighting the kinds of problems deep learning can solve and the architectures used in different contexts. These architectures are often inspired by biological examples. Understanding the way these systems are constructed informs the kind of information processing that is possible using a specific approach. Mikio also covers the mechanics underlying the learning process of these systems and offers an overview of the technological advances like GPU computing, which have made the recent progress in this area possible.

Topics include:

  • Deep learning for object recognition
  • Deep learning-based approaches to the game of Go
  • Biological inspiration for deep learning architectures
  • How deep learning relates to artificial intelligence
  • The mechanics of deep learning
  • GPU computing and other deep learning-enabling technologies
Photo of Mikio Braun

Mikio Braun

Zalando SE

Mikio Braun is principal engineer for search at Zalando, one of the biggest European fashion platforms. Mikio holds a PhD in machine learning and worked in research for a number of years before becoming interested in putting research results to good use in the industry.