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arima-forecasting

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This project gives an overview of crime time analysis in New York City . We have created Python Jupyter notebooks for spatial analysis of different crime types in the city using Pandas, Numpy, Plotly and Leaflet packages. As a second part to this analysis, we worked on ARIMA model on R for predicting the crime counts across various localities in…

  • Updated Jun 12, 2018
  • Jupyter Notebook

Comprehensive exploration of the Bike Sharing Problem using advanced Machine Learning for demand forecasting and Mathematical Linear Optimization for strategic bike allocation. Includes detailed Jupyter notebooks covering model development, analysis, and optimization solutions.

  • Updated Jan 26, 2024
  • Jupyter Notebook

I have worked on this project as part of my exploration of machine learning algorithms. I have understood the deep concept behind Arima-Model and Auto-Arima-Model. Also, this notebook contains data cleaning and data visualization things which make things easier to understand.

  • Updated Sep 24, 2022
  • Jupyter Notebook

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