Shipment Predictor

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  Prediction results

Inspiration

Due to covid19 demand for shipping has exponentially increased!

What it does

Suggest the best prediction for the next shipment amount. Which could be used to arrange available resources for shipments.

How I built it

Creating an AI model for predicting the exports.

Challenges I ran into

Due to unstable data, many preprocessing had to be done together with a lot of trial and error with different AI models to get the best results.

Accomplishments that I'm proud of

After working on the project for more than 16 hours! I am proud that I was able to research and come out with the most optimal solution.

What I learned

I learn working with different API like Sci-kit learn, tensor flow Keras.

What's next for Shipment Predictor

A possible add-on would be a Notification System – Provide notification when the trend of the cost goes low (consumer or business owner)/ if more transportation occurs (to shipment owners).

Built With

• keras
• python
• scikit-learn
• tensorflow