What Is an AI Pipeline?
It typically includes the tools needed to extract, transform, and load data from various sources into a target system, along with the workflow structure that connects each stage of getting a model into production.
Key Stages
- Data cleaning and preprocessing
- Model training
- Testing and deployment
- Monitoring and updating
