### Links Here are a few articles or videos we mostly agree with. They should bring clarity and concrete examples to the values and principles the manifesto promotes. This list is likely to change and we welcome submissions. [Correctness In Data Science](https://www.youtube.com/watch?v=kex-UXZTGU4) [A Stats Manifesto](http://www.statisticsblog.com/manifesto/) [Micro Services (APIs over Databases)](http://martinfowler.com/articles/microservices.html) [Data Pipelines In Python](https://speakerdeck.com/marcobonzanini/building-data-pipelines-in-python-pydata-london-2016) [Functional Programming can be done in any language and is great](http://gamasutra.com/view/news/169296/Indepth_Functional_programming_in_C.php) [From Physics to Data Science](https://www.slideshare.net/martinapugliese1800/fromphysicstodatascience) [Reproducible Data Science with Docker Containers - Ben Hamner](https://www.youtube.com/watch?v=cYavmPa3aFQ)