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Up your Bus Number - A Reproducible Data Science Workflow - Kjell Wooding, Amy Wooding
Love Your (Data Scientist) Neighbour - Amy Wooding | PyData Global 2021
Makefiles: One Great Trick for Making Your Conda Environments More Managable | PyData Global 2021
Reproducible Data Science with Docker
Karthik Ram | A guide to modern reproducible data science with R | RStudio (2019)
Reproducible Data Science in Python | Scipy 2019 Tutorial | Xu Fei, Chandrasekhar Ramakrishnan
End to End Data Science Without Leaving The GPU - Randy Zwitch
Explorations in reproducible analysis with Nodebook- Kevin Zielnicki (Stitch Fix)
Reproducible data dependencies for Jupyter - Jackson Brown, Aneesh Karve
Using Reproducible Experiments To Create Better Machine Learning Models | PyData Global 2021
Docker for Data Scientists - Simplify Your Workflow and Avoid Pitfalls | Jeff Fischer @ PyBay2018
Reproducibility in Data Science | NYU