A lesson from the rise of the Internet
Internet Era: shopping mall + website != internet company
- A/B testing
- short iteration time
- decision making pushed down to engineers and other specialized roles
AI era: Any company + deep learning != AI company
- strategic data acquisition: key of great AI company
- unifeid data warehouse
- pervasie automation
- new roles(e.g., MLE) and division of labor
AI Transformation
1. Execute pilot projects to gain momentum
2. Build an in-house AI team
3. Provide broad AI training
4. Develop an AI strategy
5. Internal and external communication
출처: Coursera, AI For Everyone, DeepLearning.AI
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