AI Fundamentals for AgTech
Unlock the potential of AI in agriculture. This course equips you with essential AI concepts and practical applications to enhance productivity, sustainability, and innovation in AgTech.
Welcome and Overview
AI Fundamentals in AgTech
ML Applications in Agriculture
IoT and ML-Based Crop Analysis
AI-Based Crop Analysis and Prediction
Supervised Learning for Crop Disease Classification
Unsupervised Learning in Soil Health Analysis
Regression Models for Crop Yield Prediction
Reinforcement Learning in Resource Optimization
IoT Integration for Real Time Data
Crop Rotation Recommendations
Precision Pesticide Application
Multi-Objective Optimization in Sustainable Farming
Scenario Simulation for Sustainable Practices
AI in Livestock Management
Automated Harvesting Systems