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One thought on “From Image to Insight – Morphogenesis Meets Data Science”

  1. If you are a biologist and would like to dip your feet in image analysis and data science (perhaps in preparation for taking a deep dive), the following links may be of interest to you. They are all based on python, as python is easy to learn and broadly applicable!

    General python:
    – For beginners with no programming experience: https://swcarpentry.github.io/python-novice-gapminder
    – For those with a little bit of experience looking to learn more based on a practical application (data analysis on arthritis inflammation): https://swcarpentry.github.io/python-novice-inflammation

    Image analysis:
    – General introduction: https://datacarpentry.org/image-processing
    – Biology-focused introduction: https://github.com/WhoIsJack/python-bioimage-analysis-tutorial

    Data science:
    – Collection of tutorials: https://scikit-learn.org/stable/tutorial/index.html

    (With thanks to Toby Hodges from the Carpentries for distilling the many great materials online down to these key starting points.)

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