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
& usedk-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.