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Traffic-flow-prediction

Traffic flow prediction using machine learning models and LSTM

Table of Contents

• Description
• Techniques
• License
• Author Info

Description

The project name is traffic flow prediction using kaggle dataset (https://www.kaggle.com/coplin/traffic). Google colaboratory notebook is available. In this task I managed to apply my knowledge in the data science field such as data pre-processing ( data cleaning, outlier detection, data formatting) and use exploratory data analytics techniques to find out patterns among features. Moreover, I applied a machine learning regressor model together with Deep Learning LSTM model.

Techniques

• Exploratory Data Analysis
• Machine Learning and Data Visualization
• Deep Learning (LSTM)

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License

MIT License

Copyright (c) [2020] [Shakib Yazdani]

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Author Info

• Twitter - @iamshakibyz
• LinkedIn - shakib-yazdani

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