Course overview
The commoditization of model training
- Deploy state of the art language and vision models with mnimum code
- Model as a service
- Frameworks for models
Progress of AI
When to use ML
- "...their value must outweigh not just the cost of developing them but also the additional complexity that these ML systems introduce to your software
Finding high impact ML project
- Projects which will make predictions that are central to decision making cheaper.
- What a product needs
- Parts of a system that is complex andd manually defined
MLOPS at scale
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