Satellite Imagery Courses and Certifications

Coursera

Satellite Imagery, Remote Sensing & Machine Learning

Master satellite imagery analysis and machine learning to transform raw Earth observation data into actionable environmental insights for GIS, climate, and sustainability applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 8 courses

Prodramp

Deep Learning Workshop for Satellite Imagery - Training & Prediction

Hands-on deep learning workshop for satellite imagery, covering model training, debugging, prediction, and advanced techniques like custom metrics, heatmaps, and model deployment.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Prodramp

Deep Learning Workshop for Satellite Imagery - Data Processing

Hands-on workshop on data processing for satellite imagery, covering fundamentals, Python processing, image manipulation, and preparation of training data for deep learning applications.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Open Data Science

How to Use Satellite Imagery to Be a Machine - Sean Patrick Gorman, PhD | ODSC West 2018

Explore satellite imagery analysis using Jupyter notebooks, learn to extract valuable information, and develop ML models for processing Earth observation data.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

AGU

Earth at Night - New Satellite Imagery Reveals Detailed Global View

Unveiling a groundbreaking cloud-free view of Earth at night, revealing new insights into human activity, natural phenomena, and global patterns through advanced satellite imagery and scientific analysis.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Spatial Analysis and Satellite Imagery in a GIS

629 ratings at Coursera

Explore spatial analysis techniques, vector and raster data manipulation, remote sensing, and GIS tools to solve geographic problems and interpret satellite imagery.

• Coursera
• 14 hours 13 minutes
• Self-Paced
• Paid Course

EuroPython Conference

Earth Observation through Large Vision Models

1 rating

Explore Earth observation using large vision models for infrastructure planning and disaster response. Learn to access satellite datasets, fine-tune models, and apply zero-shot classification and image translation techniques.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

ISTA Conference

Earth Through the Eye of a Satellite - ISTA Conference Talk

Explore Earth's landscapes through satellite imagery, gaining insights into remote sensing and its applications in environmental monitoring and resource management.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Roberts Geospatial Engineering

Working with Spot7 Multispectral Satellite Data in ProRaster Scientific

Manually import and analyze Spot7 multispectral satellite data in ProRaster Scientific for vegetation studies using high-resolution spectral bands and NDVI rendering techniques.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Prodramp

Advance Deep Learning Workshop for Satellite Imagery - Model Export & Production

Hands-on workshop on advanced deep learning techniques for satellite imagery, covering remote debugging, model deployment, activation heatmaps, and custom predictions using TensorFlow and Keras.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Databricks

Bringing Satellite and Drone Imagery into Data Science Workflows

Explore satellite and drone imagery analysis in data science workflows using RasterFrames, a Spark SQL extension with Python API for processing spatial image data and integrating with ML frameworks.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Data Science Conference

Building Damage Detection from Satellite Imagery

Discover how satellite imagery and computer vision can detect building damage with high accuracy, revolutionizing disaster response and urban planning through advanced remote sensing techniques.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Paved with Good Reflections: Road Quality Mapping with Multispectral Satellite Imagery

Discover how multispectral satellite imagery can be leveraged to assess and map road quality conditions, enabling efficient infrastructure monitoring and maintenance planning across different regions.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Roberts Geospatial Engineering

Rendering Satellite Imagery in ProRaster Scientific - Tutorial

Explore diverse rendering techniques for multispectral satellite imagery in ProRaster Scientific. Master RGB algorithms, scene browsers, and product editors to enhance geospatial visualization skills.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Roberts Geospatial Engineering

Israel-Hamas War 2024: Assessing Gaza Strip Building Damage from Sentinel2 Satellite Imagery

Learn how to assess Gaza Strip building damage using Sentinel2 satellite imagery and ProRaster Scientific software, comparing results with UNOSAT's analysis of the Israel-Hamas conflict.

• YouTube
• 54 minutes
• Self-Paced
• Free Video