Satellite Imagery Analysis with Deep Learning
Free Advanced course · 10 lessons · 4 weeks · Certificate on completion
Detect land use, crops and change from satellite and aerial images. Across 10 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- Earth observation data sources
- Bands, indices and NDVI
- Preparing image tiles
- Land-cover classification
- Object detection from above
- Semantic segmentation
Skills you'll pick up
- Earth observation data sources
- Bands, indices and NDVI
- Preparing image tiles
- Land-cover classification
- Object detection from above
- Semantic segmentation
Tools covered
- Satellite Imagery
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Earth observation data sources
Module 1 of Satellite Imagery Analysis with Deep Learning. 3 lessons · 3h
Module 2: Land-cover classification
Module 2 of Satellite Imagery Analysis with Deep Learning. 3 lessons · 3h
Module 3: Change detection
Module 3 of Satellite Imagery Analysis with Deep Learning. 2 lessons · 2h
Module 4: Working with Google Earth Engine
Module 4 of Satellite Imagery Analysis with Deep Learning. 2 lessons · 2h
Lessons in this course
- Earth observation data sources
- Bands, indices and NDVI
- Preparing image tiles
- Land-cover classification
- Object detection from above
- Semantic segmentation
- Change detection
- Cloud masking
- Working with Google Earth Engine
- Delivering map products
Instructor
Priya Nair — Data Science Lead
Priya Nair is a Data Science Lead with years of hands-on experience teaching Satellite Imagery to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for Satellite Imagery Analysis with Deep Learning. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $142,000 per year · median India salary ₹19,88,000 per year · 32,505 open roles worldwide
- Satellite Imagery Specialist
- Senior Satellite Imagery Lead
- Satellite Imagery Consultant
Frequently asked questions
Is the Satellite Imagery Analysis with Deep Learning course free?
Yes. Every Learnera course, including Satellite Imagery Analysis with Deep Learning, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does Satellite Imagery Analysis with Deep Learning take?
10 lessons, typically completed in 4 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.