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Build a simple neural network to predict the number of bikeshare user on a given day

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Predict daily bike rental ridership using a neural network


Prerequisites

What things you need to install the software

docker 17+
docker-compose 1.19.0+


Installing

# Change the directory to the project folder
cd path-to-your-project-folder

# Create a .env file with your local project folder
echo "APP_FOLDER=/path-to-your-project-folder" > .env

# Build the project environment
sudo docker-compose -f docker/docker-compose.yaml build


Executing

# Run the project environment
sudo docker-compose -f docker/docker-compose.yaml up -d

# Execute the jupyter notebook server 
sudo docker exec -it JupiterNotebook jupyter notebook --notebook-dir=/usr/src/app/notebooks --ip='*' --port=8888 --no-browser --allow-root 


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Build a simple neural network to predict the number of bikeshare user on a given day

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