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lab-customer-analysis-round-6's Introduction

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Lab | Customer Analysis Round 6

For this lab, we still keep using the marketing_customer_analysis.csv file that you can find in the files_for_lab folder.

Get the data

We are using the marketing_customer_analysis.csv file.

Dealing with the data

Already done in the round 2.

Explore the data

Done in the round 3.

Processing Data

(Further processing...)

  • X-y split. (done)
  • Normalize (numerical). (done)
  • One Hot/Label Encoding (categorical).
  • Concat DataFrames

Linear Regression

  • Train-test split.
  • Apply linear regression.

Model Validation

  • Description:
    • R2.
    • MSE.
    • RMSE.
    • MAE.

lab-customer-analysis-round-6's People

Contributors

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