> For the complete documentation index, see [llms.txt](https://fall2019.fullstackdeeplearning.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://fall2019.fullstackdeeplearning.com/course-content/setting-up-machine-learning-projects/overview.md).

# Overview

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Overview - ML Projects
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## Summary

* ML is still research, therefore it is very challenging to aim for 100% success rate.
* Many ML projects are technically infeasible or poorly scoped.
* Many ML projects never make the leap into production.
* Many ML projects have unclear success criteria.
* Many ML projects are poorly managed.