Geospatial Analysis using AI & ML

Definition and Scope of Machine Learning

Machine Learning and its types: Supervised, Unsupervised, Reinforcement Learning

Supervised Learning Algorithms

Preprocessing Data for Machine Learning

Model Training and Classification 

Data Visualization & Validation 

Spatial Data Gathering and Preparation

Spatial Data Cleaning and Pre-processing

Geo-spatial Analysis Libraries

Splitting Training and Testing Data

Classification and Model Building

Model Evaluation and Validation

Applying Built Models to Spatial Layers

Data Visualization and Prediction Map