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_sources/Chapter1-GettingStarted/1.1_open_reproducible_science.md
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# 1.1 Open Reproducible Science | ||
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[![Lecture Slides](../img/Google_Slides_Logo.svg)](https://docs.google.com/presentation/d/1SCrx65-Q_CB8JRMN81Uk-QniPvPE-wozRD7YDDQEapc/edit?usp=sharing) | ||
[![Lecture Slides](../../img/Google_Slides_Logo.svg)](https://docs.google.com/presentation/d/1SCrx65-Q_CB8JRMN81Uk-QniPvPE-wozRD7YDDQEapc/edit?usp=sharing) | ||
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[![YouTube video](../img/YouTube-Logo.wine.svg)](https://youtu.be/WeZ2vJxBuTg?si=aG1IuBNhCQnb1ljv) | ||
[![YouTube video](../../img/YouTube-Logo.wine.svg)](https://youtu.be/WeZ2vJxBuTg?si=aG1IuBNhCQnb1ljv) |
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The **GeoS**cience **MA**chine Learning **R**esources and **T**raining (GeoSMART) framework provides an educational pathway and a foundation in open source scientific ecosystems and progresses through general ML theory, toolkits, and deployment on Cloud computing. | ||
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This book is used in the course offered at the University of Washington: Machine Learning in the Geoscienes (AUTMN 2022 - ESS 490C/590C). The corresponding GitHub repository with notebooks for the tutorials and homeworks is [MLGeo](https://github.com/UW-ESS-DS/MLGeo-Autumn22). Find the Docker image for the corresponding jupyter hub [MLGeo Image](https://github.com/UW-ESS-DS/MLGeo-image). | ||
This book is used in the course offered at the University of Washington: Machine Learning in the Geoscienes (AUTMN 2023 - ESS 469/569). The corresponding GitHub repository with notebooks for the tutorials and homeworks is [MLGeo](https://github.com/UW-ESS-DS/MLGeo-Autumn22). Find the Docker image for the corresponding jupyter hub [MLGeo Image](https://github.com/UW-ESS-DS/MLGeo-image). | ||
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Instructor: Marine Denolle ([email protected]) | ||
Instructors: | ||
- Marine Denolle ([email protected]) | ||
- Akshay Mehra ([email protected]) | ||
Supported by: the GeoSMART team (Stefan Todoran, Nicoleta Cristea, Anthony Arendt, Scott Henderson, Ziheng Sun) | ||
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# Overview | ||
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