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INTERNSHIP · MLCodSoft internship project
Sales Prediction
A regression model that estimates product sales from advertising spend, built during the CodSoft internship.
Role · ML — regression
PythonPandasScikit-learn
What it does
Given spend across advertising channels, the model predicts expected sales — and, just as usefully, shows how each channel relates to the outcome.
Approach
A clean regression workflow.
- Data exploration and preparation in Pandas.
- Linear regression with Scikit-learn, plus a look at how each feature contributes.
Work in progress
A fuller write-up with evaluation detail is in progress; no accuracy figures are quoted until they're confirmed.