Machine Learning for Soil and Crop Health: AI in Agriculture

Machine Learning for Soil and Crop Health

Master machine learning techniques to enhance soil and crop health, improving yields and sustainability in agriculture.

1. Welcome and Course Overview
2. The "Living Skin" of Earth
3. Soil-Crop Relationship
4. ML Revolution
1. Decision Trees and Random Forests
2. K-Means Clustering
3. Deep Neural Networks
4. How They Fit Together in AgTech
5. CNN + Random Forest
6. Benefits of Hybrid Models in Agriculture