Hello Reader! This is a readme file for 'Femi Jegede's Customer Delivery Time project
With the surge in e-commerce, there is a lot of pressure on logistic operations. The last mile is arguably the biggest problem in e-commerce as it addresses the question, “When will I receive my order?”. The focus of this project is to optimize the customer time prediction thereby reducing cost associated with last mile problems and improve customer satisfaction
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1 readme file - description and instruction on project
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1 Business report
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1 requirement document - this is to help in replicating environments
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4 jupyter notebooks
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1 data folder - containing 9 CSV files from Olist database and 1 png file of the schema
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1 clean data folder - 3 CSV files containing processed data used in the project
The 4 jupyter notebooks are to be run in this order
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EDA and pre-processing
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Feature Engineering and Modeling: Pycaret - modeling selection notebook comes in between modleing and was run on Google colab due to environment dependencies.
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Findings and Next steps
All files in this notebook can be run in on an environment 1 created, you can check the requirements.txt file to check the packages used
If you are having trouble accessing any of the files within this folder please contact me on jegede45@gmail.com