Applied Pandas: Survey Data - Standard
- Buy now
- Learn more
Outline

01-Outline.mov
Files for Course

Survey Exploration.ipynb
survey_clean.csv
lab.ipynb
Anonymize Data

02-Anonymize Data.mov
Loading Data

03-Load Data.mov
Types

04-Exploring Data and Types.mov
LAB-00-Intro.mov
LAB-01-Setup.mov
LAB-04-Types.mov
Cleanup

05-Cleanup.mov
LAB-05-Cleanup.mov
LAB-05-Part2-Missing Data.mov
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.mov
SHAP

11-SHAP.mov
LAB-11-SHAP.mov
LAB-12-Conclusion.mov
Conclusion

12-Conclusion.mov

Products
Course
Section

Surrogate Model

Applied Pandas: Survey Data - Standard
- Buy now
- Learn more
Outline
- 01-Outline.mov
Files for Course
- Survey Exploration.ipynb
- survey_clean.csv
- lab.ipynb
Anonymize Data
- 02-Anonymize Data.mov
Loading Data
- 03-Load Data.mov
Types
- 04-Exploring Data and Types.mov
- LAB-00-Intro.mov
- LAB-01-Setup.mov
- LAB-04-Types.mov
Cleanup
- 05-Cleanup.mov
- LAB-05-Cleanup.mov
- LAB-05-Part2-Missing Data.mov
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.mov
SHAP
- 11-SHAP.mov
- LAB-11-SHAP.mov
- LAB-12-Conclusion.mov
Conclusion
- 12-Conclusion.mov

2 Lessons

10-Surrogate Model.mov

LAB-10-Surrogate.mov