Software Architect, Data Scientist, and Explorer.

I’m Jesse, a software developer in the United States. I develop technologies and systems that increase cohesion and synergy between communities and their ecosystems, enabling people and our planet to achieve new levels of abundance.

PCA and K-means for Satellite Image Classification

In this notebook, we will demonstrate how to calculate the PCA of an 8-band satellite image, and how to classify the three-band PCA data into discrete regions using K-Means classification in python.

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Work

  1. Company
    EchoSpectra
    Role
    CEO / CTO
    Date
  2. Company
    Logos Resources
    Role
    Software Engineer
    Date
  3. Company
    University of New Mexico
    Role
    Graduate Student, RA
    Date
  4. Company
    Souder Miller and Associates
    Role
    Geological Data Scientist
    Date
  5. Company
    United States Geological Survey
    Role
    Hydrologic Technician
    Date