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## Conclusion

Keith VanderLinden<br>
Calvin University

## User Experience (UX)

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## Development Team Structure

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- At some level, ML systems are black boxes that take numbers and produce numbers. But domain expertise is still needed to understand the problem and the data, both input and output.

References

- C. Huyen's [posting that led to chapter 11](https://huyenchip.com/2021/09/13/data-science-infrastructure.html).
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## Responsible AI

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