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celiahein/README.md

👋 Hello there!

I’m @celiahein. I'm an ecological data scientist, recent PhD graduate, and current postdoctoral researcher at the University of Toronto.

  • 🖥️ I use statistical modelling, machine learning, and high performance computing to solve complex problems, mainly in biological systems.

  • 🌱 I recently developed a program that compares glmms to estimate the optimal spatial scale of species-landcover relationships to improve distribution modelling using empirical data of multiple bee🐝species as the example.

  • 🍎 It's important to me to make science and learning to code as easy as possible, and I am working on putting a series of coding tutorials on my website.

  • 🔎 I’m seeking career opportunities beyond academia in computational and quantitative biology and data science.

  • 👀 I'm looking forward to expanding into predictive modelling and deep-learning.

  • 🙂 Please feel free to reach out!

I would also like to introduce my incredible collaborator: Edgar the Wise

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  1. Extracting_data_multiple_spatiotemporal_scales Extracting_data_multiple_spatiotemporal_scales Public

    Calculating variables from multiple years at multiple spatial scales

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  2. celiahein.github.io celiahein.github.io Public

    Celia Hein's Website:

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  3. Mapping_with_tmap Mapping_with_tmap Public

    Beginner-friendly quickstart to mapping with tmap

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  4. Reclassifying_raster_maps_in_R Reclassifying_raster_maps_in_R Public

    An straightforward example for viewing and reclassifying landcover maps in R using terra and tmap

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  5. TorontoGreenSpace TorontoGreenSpace Public

    A beginner-friendly introduction to comparing urban leaf area and green space between two areas in downtown Toronto (work in progress)

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  6. Machine_Learning_Python_Workshop Machine_Learning_Python_Workshop Public

    This is a workshop by Compute Ontario Summer School 2024 that teaches classification with machine learning. In part 1, we built a logistic regression model from scratch, and in part 2 we trained, t…

    Jupyter Notebook