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Cognizant-AI-Virtual-Experience-Program

Enrolled in 'Artificial Intelligence Virtual Experience Program' by Cognizant as a 'Data Scientist' with affiliation to Forage Australia. Worked on a business problem statement with 'Gala Groceries' by implementing Exploratory Data Analysis (EDA), Data Modeling, Model Building and Interpretation, Machine Learning Production & Quality Assurance. Also, gained insights for optimizing the required business problem while contributing recommendations for the given business problem.

  • Built a Unified Modelling Language (UML) Diagram for business strategic planning.
  • Incorporated data exploration, data cleaning & data Merging (Data Wrangling).
  • Performed feature engineering & used k-fold cross validation.
  • Implemented data modelling by utilizing Random Forest Regressor model for prediction.
  • Computed accuracy using mean absolute error (MAE).
  • Performed Feature importance to check relevant features in the dataset.
  • Made alluring & comprehensible presentations for the client.

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