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Hadoop infrastructure + ML sales forecasting for shopping mall - Last year of Engineering studies

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Project finished 24/05/2020

Project done during my last year of engineering school. Building an infrastructure for a connected mall, including :

  • Hadoop architecrure [HDFS/Spark], you may find architectur's diagrams in the folder 'architecture'.
  • PowerBI Server in order to work on and upload dashboards for business users - the dashboards are too heavy to be upload on gitHub.
  • Machine Learning sales forecasting, you may find the notebook in the folder 'sales forecasting'. I also added some comments on how to improve the models for the Machine Learning model.

This project was a continuity of a long term project for the 3 years of graduation - as a French grand ecole, engineering is dispensed throughout 3 years, you may also find in "pds ing1" the walking skeleton of the project done during the first year.

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