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Spatial Machine Learning with Apache Sis

Overview

Skills Needed

Learn to apply machine learning to geospatial data with Apache Sis. Explore clustering, classification, and more. Enroll now!

  • Intermediate knowledge of Apache Sis fundamentals
  • Familiarity with machine learning concepts

Outline

  • Introduction to Spatial Machine Learning
  • Feature Engineering for Geospatial Data
  • Spatial Clustering Algorithms
  • Classification Techniques for Spatial Data
  • Regression Analysis with Geospatial Variables
  • Spatial Autoencoders and Dimensionality Reduction
  • Spatial-Temporal Forecasting Models
  • Anomaly Detection in Spatial Data
  • Transfer Learning for Spatial Tasks
  • Case Studies in Spatial Machine Learning with Apache Sis
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