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