Machine Learning: Reference

Key Points

Machine Learning with GIS application (a Computer Vision Problem)
  • geospatial machine learning, use cases annd background

Supervised Learning: Tree-based methods
  • supervised learning, flowcharts, decision trees, random forests, boosting, gradient boosting, tensor, SVM

Supervised Learning: Support vector machines
  • supervised learning, tensor, SVM

Land Classification with Supervised Machine Learning
  • run a support vector machine simple model on aerial and satellite imagery streaming from the cloud.

Evaluating ML Models
Deep Learning
Machine Learning Resources
  • frameworks, libraries for geospatial machine learning

FIXME: more reference material.