Machine Learning

Author(s)

Yara Mohajerani, Shane Grigsby, Wei Ji Leong

Existing Notebooks

ML with ICESat-2 Data

ML Neural Networks, Bayesian

Learning Outcomes

  • Convert ICESat-2 point cloud data into an analysis/ML-ready format

  • Recognize the different levels of complexity of ML approaches and the benefits/challenges of each

  • Learn the potential of using ML for ICESat-2 point cloud classification

Notes

Probably focus on Wei Ji’s tutorial, but could point to the earlier work of Yara and Shane for more advanced/theoretical concepts?

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