# Design Of Experiments

1. [(good) the 7 step of DoE](https://towardsdatascience.com/design-of-experiments-for-your-change-management-8f70880efcdd)
2. [(good) Experimental Design for DataScience ](https://towardsdatascience.com/designing-experiments-in-data-science-23360d2ddf84)
3. [Vidahya on DOE, has a good explanation on why and how we can experiment with less variables](https://www.analyticsvidhya.com/blog/2015/10/guide-design-of-experiments-case-study/)
4. [Intro to DOE](https://towardsdatascience.com/an-introduction-to-design-of-experiments-3e86ea3ef7f6), [2.](https://medium.com/swlh/a-design-of-experiments-6ab225ba9ab5)
5. [Design of experiments overview of types, with PyDoe](https://towardsdatascience.com/design-your-engineering-experiment-plan-with-a-simple-python-command-35a6ba52fa35), with multiple examples. [Git](https://github.com/tirthajyoti/Design-of-experiment-Python)
6. [Design of Experiments (DOE) with python](https://medium.com/mlearning-ai/design-of-experiments-doe-with-python-be88f5c013f5)
7. [Response Optimization with Design of Experiments and python](https://towardsdatascience.com/response-optimization-with-design-of-experiments-and-python-63f9afb3f26f)
8. [Medium on various papers that are tagged as experimental design](https://towardsdatascience.com/tagged/experimental-design)
9. [Factorial Design using Matlab](https://medium.com/@shrutiavinodh/full-factorial-design-using-matlab-ccb98315b0d8)
10. [DOE with R](https://towardsdatascience.com/design-of-experiments-with-r-e54167fac490)


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