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Predicting Wildfire Hotspots Using California Wildfire Data
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- 1 - Content start
- 2 - Topic introduction
- 3 - Data Collection part-1 recap
- 4 - California Wildfire Dataset
- 5 - Tutorial Starts
- 6 - Machine Learning Strategy
- 7 - Feature Engineering
- 8 - Final ML Ready Dataset
- 9 - Wildfire Hotspot Visualization
- 10 - Google colab notebooks
- 11 - Wildfire Hotspot Model by LightGBM
- 12 - Wildfire Hotspot Model by xgboost
- 13 - Wildfire Hotspot Model by H2O.ai
- 14 - Recap
- 15 - Project Completion
