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.ipynb_checkpoints
.ipynb_checkpoints
 
 
figs
figs
 
 
images
images
 
 
A0. Before You Begin.ipynb
A0. Before You Begin.ipynb
 
 
A1. Linear Regression - Overview.ipynb
A1. Linear Regression - Overview.ipynb
 
 
A2. Linear Regression - Data Exploration - Lending Club.ipynb
A2. Linear Regression - Data Exploration - Lending Club.ipynb
 
 
A3. Linear Regression - Analysis.ipynb
A3. Linear Regression - Analysis.ipynb
 
 
B1. Logistic Regression - Overview.ipynb
B1. Logistic Regression - Overview.ipynb
 
 
B1a. Odds, LogOdds and Logit Function .ipynb
B1a. Odds, LogOdds and Logit Function .ipynb
 
 
B2. Logistic Regression - Data Exploration.ipynb
B2. Logistic Regression - Data Exploration.ipynb
 
 
B3. Logistic Regression - Analysis.ipynb
B3. Logistic Regression - Analysis.ipynb
 
 
C1. Random Forests - Overview.ipynb
C1. Random Forests - Overview.ipynb
 
 
C2. Random Forests - Data Exploration.ipynb
C2. Random Forests - Data Exploration.ipynb
 
 
C3. Random Forests - Analysis.ipynb
C3. Random Forests - Analysis.ipynb
 
 
D1. K-Means Clustering - Overview.ipynb
D1. K-Means Clustering - Overview.ipynb
 
 
D2. K-Means Clustering - Data Exploration.ipynb
D2. K-Means Clustering - Data Exploration.ipynb
 
 
D3. K-Means Clustering Analysis.ipynb
D3. K-Means Clustering Analysis.ipynb
 
 
NotebookIndex.md
NotebookIndex.md
 
 
WA1. Linear Regression Overview Worksheet.ipynb
WA1. Linear Regression Overview Worksheet.ipynb
 
 
WA2. Linear Regression - Data Exploration - Lending Club Worksheet.ipynb
WA2. Linear Regression - Data Exploration - Lending Club Worksheet.ipynb
 
 
WA3. Linear Regression - Analysis Worksheet.ipynb
WA3. Linear Regression - Analysis Worksheet.ipynb
 
 
WA4. Linear Regression - Data Cleanup.ipynb
WA4. Linear Regression - Data Cleanup.ipynb
 
 
WB3. Logistic Regression - Analysis- Worksheet.ipynb
WB3. Logistic Regression - Analysis- Worksheet.ipynb
 
 
WC3. Random Forests - Analysis - Worksheet.ipynb
WC3. Random Forests - Analysis - Worksheet.ipynb
 
 
WC4. Random Forests - Data Cleanup.ipynb
WC4. Random Forests - Data Cleanup.ipynb
 
 
WD2. K-Means Clustering - Data Exploration-Worksheet.ipynb
WD2. K-Means Clustering - Data Exploration-Worksheet.ipynb
 
 
WD3. K-Means Clustering Analysis - Worksheet.ipynb
WD3. K-Means Clustering Analysis - Worksheet.ipynb
 
 
Z0. A quick tour of the IPython notebook.ipynb
Z0. A quick tour of the IPython notebook.ipynb
 
 
Z1. Appendix 1 Plotting code snippets .ipynb
Z1. Appendix 1 Plotting code snippets .ipynb
 
 
kmeans.py
kmeans.py
 
 
kmeans.pyc
kmeans.pyc
 
 
linreg.py
linreg.py
 
 
linreg.pyc
linreg.pyc
 
 
logreg.py
logreg.py
 
 
logreg.pyc
logreg.pyc
 
 
mknbindex.py
mknbindex.py
 
 
oo.png
oo.png
 
 
randomforests.py
randomforests.py
 
 
randomforests.pyc
randomforests.pyc