📚 Syllabus & Course Curriculum
Agriculture & Food Technology
Module-by-module breakdown of AI-Powered Precision Farming: Satellite Imagery, Deep Learning & Crop Intelligence, from foundations to a certified capstone project.
Outline
Understand precision agriculture concepts and global significance • Explore AI & deep learning roles in modern farming • Calculate NDVI and visualize crop health maps in Google Colab
Outline
Design CNN models for satellite‑based crop type classification • Detect early disease symptoms and stress patterns • Train a simple CNN on sample imagery in Google Colab
Outline
Integrate satellite data and AI for yield prediction models • Build regression models to forecast crop yield using historical indices • Explore emerging tools such as drones, IoT, and transformer models
Earn government-registered certification in AI-Powered Precision Farming: Satellite Imagery, Deep Learning & Crop Intelligence
e-Certificate and e-Marksheet issued on successful completion.
