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  • OceanHackWeek 2022
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OceanHackWeek
Data Science + Oceanography + Fisheries

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OceanHackWeek 2022 (OHW22)

  • Schedule
  • Global Virtual Event
  • Regional Satellite Events
    • US Northeast
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    • Español
      • English Description
  • Organizers
  • Tutorials
    • Getting started on tutorials
    • Xarray in 45 minutes
    • Data access in Python
      • Data Access
      • Extras: load netCDF files directly from HTTPS
      • Data Clean Up (QARTOD)
      • First create the erddapy object
    • Data access in R
      • 1) ERDDAP
      • National Data Buoy Center
      • Load packages
    • Data visualization in Python
      • Index and Schedule
      • Getting set up
      • Welcome to HoloViz!
      • pn.interact
      • Widgets and reactive components
      • Read in the data
      • Read in the data
    • Machine learning applications
      • A quick introduction to machine learning
      • Unsupervised learning part 2: kmeans
      • Supervised learning
    • Espanol Tutorials
      • Python Cientifico
        • Numpy arrays
      • Lectura de datos
    • Managing conda environments

OHW22 Resources

  • Logistics
    • Getting Help
  • Preparation
    • Git
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    • JupyterHub
    • Conda
    • Python and R learning resources
  • Projects
    • Hacking at OHW22

OHW22 Other information

  • Information for Applicants
  • Organizing OHW
    • Project Mentors
    • Tutorial Helpers

Machine learning applications#

  • A quick introduction to machine learning
    • What is Machine Learning (ML)?
    • Vocabulary
    • Unsupervised: PCA
    • Summary
  • Unsupervised learning part 2: kmeans
  • Features
  • What are we missing?
  • ⚠️Negative Results Alert⚠️
  • Supervised learning
  • Validation

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