survey_clean.csv

survey_clean.csv

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Applied Pandas: Survey Data - Standard

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Outline

01-Outline.mov1

Files for Course

Survey Exploration.ipynb

survey_clean.csv

lab.ipynb

Anonymize Data

02-Anonymize Data.mov

Loading Data

03-Load Data.mov3

Types

04-Exploring Data and Types.mov3

LAB-00-Intro.mov

LAB-01-Setup.mov

LAB-04-Types.mov

Cleanup

05-Cleanup.mov

LAB-05-Cleanup.mov2

LAB-05-Part2-Missing Data.mov2

Reformat Notebook

06-Reformat.mov

LAB-06-Reformat.mov

EDA

07-EDA.mov

LAB-07-EDA.mov

PCA

08-PCA.mov

LAB-08-PCA.mov

Clustering

09-Clustering.mov

LAB-09-Clustering.mov

Surrogate Model

10-Surrogate Model.mov

LAB-10-Surrogate.mov2

SHAP

11-SHAP.mov

LAB-11-SHAP.mov

LAB-12-Conclusion.mov

Conclusion

12-Conclusion.mov