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SankarsanaEcoHydroAgri Innovations
Satellite image of a winding river with oxbow lakes and patchwork farm fields

Course track · GIS & Remote Sensing

GIS, Remote Sensing & GeoAI

Satellite imagery, spatial analysis, Google Earth Engine and GeoAI — the toolkit behind modern land, water and agriculture decisions.

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Photo · USGS / Unsplash
  • QGIS
  • Remote Sensing
  • Google Earth Engine
  • GeoAI
  • LULC Mapping
  • Spatial Statistics
FoundationLive online · QGIS labs · mapping project

GIS & Remote Sensing: Foundations to Field Projects

Coordinate systems, vector and raster analysis, satellite sensors, spectral indices and map production with open-source tools.

Course modules
  1. M01Spatial data, projections and data sources
  2. M02Vector analysis, digitising and geoprocessing
  3. M03Raster analysis, DEMs and terrain derivatives
  4. M04Optical remote sensing: Landsat & Sentinel-2
  5. M05Spectral indices (NDVI, NDWI…) and classification
  6. M06Cartography and publication-quality maps

You will be able to

  • Independently acquire, process and analyse satellite data
  • Produce land-use / land-cover maps with accuracy assessment
  • Design clear maps for reports and papers
AdvancedLive online · cloud computing labs · GeoAI project

Google Earth Engine & GeoAI Masterclass

Planetary-scale analysis with Earth Engine plus machine learning and deep learning on geospatial data.

Course modules
  1. M01Earth Engine JavaScript & Python APIs
  2. M02Time-series compositing, cloud masking and change detection
  3. M03Machine-learning classifiers in Earth Engine
  4. M04Deep learning for segmentation and object detection
  5. M05SAR basics with Sentinel-1
  6. M06GeoAI project: from imagery to decision map

You will be able to

  • Run analyses over districts, basins or whole countries
  • Combine ML with satellite time series
  • Deliver a reproducible GeoAI workflow

Certificate of Completion

Participants who complete the assessed project and meet the attendance criteria receive a certificate of completion issued by Sankarsana EcoHydroAgri Innovations Pvt. Ltd. It records the course, hours and project completed. This is a professional training certificate, not a university degree or accredited qualification.

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