How to Devise a Deep Learning Strategy for your Company

Intro, summary, promise

How to Devise a Deep Learning Strategy for your Company

  • Intro, summary, promise
  • What is deep learning? Great for processing sensory based data  —  images, text, video  —  and making it programmatic. Great for augmenting humans.
  • The four models of deep learning products: replace, upgrade, enhance (extend, innovate). These can be applied across your org.
  • How do these map to business? Save costs, provide cheaper/better services, scale the unscaleable, develop new products (the hardest of the bunch)
  • Hospital Example

Replace: Form Filers

Upgrade: Nurses (

Enhance: Doctors (built in second opinions, treat in less time)

  • Ad Agency Example: Replace day-to-day campaign management, upgrade copywriters, enhance? That builds advertising (videos, websites, banners, search, radio) for customers

Replace: Can’t replace client managers. Can’t replace copywriters. 

Upgrade: Social Media Writers

Enhance: Copywriters