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Issue 4: Create a Pipeline for Data Preprocessing #10

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ajaykr2712 opened this issue Dec 27, 2024 · 0 comments

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ajaykr2712 commented Dec 27, 2024 •

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Develop a Python pipeline for preprocessing data before feeding it to a machine learning model. The pipeline should:
Handle missing values (e.g., mean/mode imputation)
Encode categorical variables
Normalize/standardize numerical features
Split data into training and testing sets
Deliverables:
Python script implementing the preprocessing pipeline.
Demonstration of the pipeline on a sample dataset.

ajaykr2712 self-assigned this

ajaykr2712 added the enhancement label

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