Satellite Imagery
Analysis Course Index
42 Lessons · 3 Levels
Complete Satellite Imagery Analysis roadmap — Landsat, Sentinel-2, NDVI/NDWI/NDBI indices, classification, Google Earth Engine, LiDAR, deep learning, and real Earth observation projects.
42Lessons
3Levels
4Projects
FreeAccess
Level IFoundations & SensorsLessons 1–13
Lesson 01
Introduction to Satellite Imagery
Lesson 02
How Satellites Work
Lesson 03
Electromagnetic Spectrum & Bands
Lesson 04
Satellite Sensors & Resolutions
Lesson 05
Key Satellites: Landsat, Sentinel & Planet
Lesson 06
Free Satellite Data Sources
Lesson 07
Image Formats: GeoTIFF & COG
Lesson 08
Downloading Landsat Data
Lesson 09
Downloading Sentinel-2 Data
Lesson 10
Image Preprocessing: Calibration & Correction
Lesson 11
Visual Interpretation of Imagery
Lesson 12
Band Combinations & Composites
Lesson 13
Viewing Imagery in QGIS & ArcGIS
Level IIAnalysis & IndicesLessons 14–28
Lesson 14
NDVI: Vegetation Health Index
Lesson 15
NDWI: Water Body Detection
Lesson 16
NDBI: Built-Up Area Index
Lesson 17
NBR: Burn Ratio & Fire Analysis
Lesson 18
Land Use & Land Cover Classification
Lesson 19
Supervised Classification
Lesson 20
Unsupervised Classification
Lesson 21
Change Detection Analysis
Lesson 22
Urban Growth & Sprawl Analysis
Lesson 23
Deforestation & Forest Cover Monitoring
Lesson 24
Flood Mapping with SAR Data
Lesson 25
DEM: Digital Elevation Models
Lesson 26
Pansharpening & Image Fusion
Lesson 27
Time-Series Analysis
Lesson 28
Rasterio & GDAL in Python
Level IIIAdvanced & ProjectsLessons 29–42
Lesson 29
Google Earth Engine Intro
Lesson 30
GEE: JavaScript API Basics
Lesson 31
GEE: Python API Basics
Lesson 32
GEE: Large-Scale Analysis
Lesson 33
SAR Data with ESA SNAP
Lesson 34
LiDAR Data Processing
Lesson 35
Deep Learning for Image Classification
Lesson 36
Object Detection in Satellite Images
Lesson 37
Climate Data Analysis
Lesson 38
ESG & Sustainability Reporting
Lesson 39
Build a Vegetation Health Monitor
Lesson 40
Build a Flood Risk Assessment
Lesson 41
Build an Urban Heat Island Analysis
Lesson 42
Build a Wildfire Damage Assessment