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sales-predictions

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This is a reviewed notebook to the DSN AI+ OAU July 2020 challenge where I took the first position. The project demonstrate proper Exploratory Data Analysis, categorical data handling, Data visualization, feature selection and engineering, Model selection and hyperparameter tuning of various regression algorithms.

  • Updated Aug 20, 2022
  • Jupyter Notebook

Oasis Infobyte Internship Projects one month of Internship as a data science intern at Oasis Infobyte. The Data Science Internship Offers Practical Work Experience And An Introduction To Creating Machine Learning Models And Improving Data Driven Technologies knowledge. This Internship Will Involve Challenging Opportunities, Real World Projects.

  • Updated Jul 30, 2023
  • Jupyter Notebook

This is a data challenge to predict future store sales using past store sales. The data was more than 10 Gigabytes across years and retail stores across the United States. Unfortunately, due to an NDA signed, the original data cannot be shared. To see a more demonstrable version of the problem statement and proposed solutions, please see the Pow…

  • Updated Jan 26, 2022
  • Jupyter Notebook

Doing predictions of sales for Qatar-based user. Used timeseries, seasonal decomposition and sentiment analysis. Goal was to visualize sales, find connections between hundreds of independent variables and sales and to make the sales of the company and make them better.

  • Updated Jan 19, 2022
  • Jupyter Notebook

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