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Forest Fire Predictor

Project type

Machine learning

Date

May 2023

Location

Victoria, Australia

Using a combination of spatial coordinates and forest fire related indexes, created a sequential neural network with an accuracy of 95% on the validation set.

Tasks:
- Data wrangling
- Data pre-processing
- Data exploration
- Model training
- Model testing
- Model visualization & evaluation

Code: https://github.com/jec0210/portfolio.git

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