Traffic-flow-prediction
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Published
20 hours ago •
shakibyzn
shakibyzn
A time series task- predicting traffic flow using LSTM model
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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