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_See the [Cookbook Contributor's Guide](https://projectpythia.org/cookbook-guide) for step-by-step instructions on how to create your new Cookbook and get it hosted on the [Pythia Cookbook Gallery](https://cookbooks.projectpythia.org)!_
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This Project Pythia Cookbook covers how to employ a simple AI model to predict hurricane intensity using IBTRACKS and ERA5 environmental variables.
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## Motivation
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### Introduction
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Read in the data that will be used, including ERA5 and IBTRACKS.
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An overview of our task at hand and a helpful review of our data sources and tasks.
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### Data Preprocessing
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Process the data into a format that is appropriate for the AI model.
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### Training the Model
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Build and run our model!
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## Running the Notebooks
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You can either run the notebook using [Binder](https://binder.projectpythia.org/) or on your local machine.
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