Traffic-flow-prediction
June 6, 2020 ยท View on GitHub
Traffic flow prediction using machine learning models and LSTM
Table of Contents
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)
License
MIT License
Copyright (c) [2020] [Shakib Yazdani]
Author Info
- Twitter - @iamshakibyz
- LinkedIn - shakib-yazdani