Introduction to machine learning · Question 46 of 60
An image processing model is to be built into vehicle software. Which statements about integration are correct?
3 answers are correct. Hard
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Answer
- A Integration, system and acceptance testing may be performed
- D A data pipeline cleans and modifies the data before it is submitted to the model
- E An ML model rarely runs on its own; it has to be connected to the other parts of the system
Explanation
The ML workflow does not include integration with the non-ML parts of the system. ML models usually must be integrated with other components, for example a data pipeline that cleans the data beforehand in vision applications. If the model is part of a large system, it is integrated before deployment, and integration, system and acceptance testing may take place.