Machine Learning Platform
Project Focus Areas
- Our Approach
- Worked with a team of geologists to identify relevant data sets of environmental and geological factors
- Cleaned and transformed data suitable for a machine learning to ingest
- Developed, trained, and tested a suite of models using the data provided to understand the relationship between environmental factors and mineral deposits
Based on known mineral occurances, the "Big Tree" hypothesis was validated; A second model was developed that inverted the question to predict mineral concentrations based on tree height that was not already accounted for by environmental factors.