Programme Parameters
Graduate / Intermediate
4 Weeks (40 Hrs)
Online (e-LMS)
• A basic understanding of the subject area and fundamental programming or scientific concepts.
• A laptop or desktop with a stable internet connection.
• Willingness to complete assignments and the capstone project.
About This Course
Satellite Image Analysis is a practical course in extracting meaning from Earth-observation data. You learn to access and handle imagery from sources such as Landsat and Sentinel, understand spectral bands, and compute indices like NDVI to measure vegetation and water. From there you build the core analyses of remote sensing: land-cover classification, change detection over time, and environmental monitoring. Working hands-on with real scenes and open tools, you finish able to take raw satellite imagery and produce a defensible map or analysis of the land below. A verified e-Certificate of competency and e-Marksheet from the Deep Science & Technology Consortium.
🎯 Program Aim
This hands-on course teaches satellite image analysis — accessing imagery, spectral indices, classification and change detection for land, vegetation and environmental monitoring.
📋 Course Objectives
1. Access and handle Landsat and Sentinel imagery.
2. Interpret spectral bands and compute indices such as NDVI.
3. Classify land cover from multispectral imagery.
4. Detect land and vegetation change over time.
5. Produce environmental-monitoring maps and analyses.
👥 Who Should Enroll?
• GIS and remote-sensing analysts
• Environmental and earth scientists
• Agri-tech and land-use professionals
• Students specialising in geospatial analysis
🚀 Key Learning Outcomes
• The ability to analyse satellite imagery end to end.
• A land-cover or change-detection project.
• Practical remote-sensing skills.
• A verified e-Certificate of competency and e-Marksheet from the Deep Science & Technology Consortium.
💎 What You'll Gain
Live & Recorded Sessions
Lifetime access to class recordingse-Certificate on Completion
Cryptographically verified credentialPost-Programme Support
Direct access to mentors & councilHands-On Experience
Notebooks, real-world code & datasetsCurriculum Outline
Visual Computing Fundamentals and Satellite Image Analysis A Handson Foundations
Implement Analysis with Artificial Intelligence for practical visual computing fundamentals and satellite image analysis a handson foundations applications and outcomes. • Design Image with Satellite for practical visual computing fundamentals and satellite image analysis a handson foundations applications and outcomes. • Analyze image classification with object detection for practical visual computing fundamentals and satellite image analysis a handson foundations applications and outcomes.
Image Processing, Augmentation, and Feature Extraction
Implement Analysis with Artificial Intelligence for practical image processing, augmentation, and feature extraction applications and outcomes. • Design Image with Satellite for practical image processing, augmentation, and feature extraction applications and outcomes. • Analyze image classification with object detection for practical image processing, augmentation, and feature extraction applications and outcomes.
CNN Architectures, Transfer Learning, and Satellite Image Analysis A Handson Models
Implement Analysis with Artificial Intelligence for practical cnn architectures, transfer learning, and satellite image analysis a handson models applications and outcomes. • Design Image with Satellite for practical cnn architectures, transfer learning, and satellite image analysis a handson models applications and outcomes. • Analyze image classification with object detection for practical cnn architectures, transfer learning, and satellite image analysis a handson models applications and outcomes.
Object Detection, Segmentation, and Localization
Implement Analysis with Artificial Intelligence for practical object detection, segmentation, and localization applications and outcomes. • Design Image with Satellite for practical object detection, segmentation, and localization applications and outcomes. Gain hands-on experience and produce real-world projects. • Analyze image classification with object detection for practical object detection, segmentation, and localization applications and outcomes.
Video Analysis, Temporal Models, and Real-Time Processing
Implement Analysis with Artificial Intelligence for practical video analysis, temporal models, and real-time processing applications and outcomes. • Design Image with Satellite for practical video analysis, temporal models, and real-time processing applications and outcomes. • Analyze image classification with object detection for practical video analysis, temporal models, and real-time processing applications and outcomes.
Model Optimization, Quantization, and Edge Deployment
Implement Analysis with Artificial Intelligence for practical model optimization, quantization, and edge deployment applications and outcomes. • Design Image with Satellite for practical model optimization, quantization, and edge deployment applications and outcomes. • Analyze image classification with object detection for practical model optimization, quantization, and edge deployment applications and outcomes.
Industry Applications and Satellite Image Analysis A Handson Use Cases
Implement Analysis with Artificial Intelligence for practical industry applications and satellite image analysis a handson use cases applications and outcomes. • Design Image with Satellite for practical industry applications and satellite image analysis a handson use cases applications and outcomes. • Analyze image classification with object detection for practical industry applications and satellite image analysis a handson use cases applications and outcomes.
Technical Specifications
| Parameter | Requirement |
|---|---|
| Covered Tool / Platform | Python |
| Covered Tool / Platform | Jupyter Notebook |
| Covered Tool / Platform | Google Colab |
| Covered Tool / Platform | Microsoft Excel |
| Covered Tool / Platform | Relevant Online Databases |
Frequently Asked Questions
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