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Title: GitHub - dataarch/LearnDataScience: Open Content for self-directed learning in data science · GitHub

Open Graph Title: GitHub - dataarch/LearnDataScience: Open Content for self-directed learning in data science

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Opengraph URL: https://github.com/dataarch/LearnDataScience

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A0. Before You Beginhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/A0.%20Before%20You%20Begin.ipynb
A1. Linear Regression - Overviewhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/A1.%20Linear%20Regression%20-%20Overview.ipynb
A2. Linear Regression - Data Exploration - Lending Clubhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/A2.%20Linear%20Regression%20-%20Data%20Exploration%20-%20Lending%20Club.ipynb
A3. Linear Regression - Analysishttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/A3.%20Linear%20Regression%20-%20Analysis.ipynb
B1. Logistic Regression - Overviewhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/B1.%20Logistic%20Regression%20-%20Overview.ipynb
B1a. Odds, LogOdds and Logit Function http://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/B1a.%20Odds%2C%20LogOdds%20and%20Logit%20Function%20.ipynb
B2. Logistic Regression - Data Explorationhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/B2.%20Logistic%20Regression%20-%20Data%20Exploration.ipynb
B3. Logistic Regression - Analysishttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/B3.%20Logistic%20Regression%20-%20Analysis.ipynb
C1. Random Forests - Overviewhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/C1.%20Random%20Forests%20-%20Overview.ipynb
C2. Random Forests - Data Explorationhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/C2.%20Random%20Forests%20-%20Data%20Exploration.ipynb
C3. Random Forests - Analysishttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/C3.%20Random%20Forests%20-%20Analysis.ipynb
D1. K-Means Clustering - Overviewhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/D1.%20K-Means%20Clustering%20-%20Overview.ipynb
D2. K-Means Clustering - Data Explorationhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/D2.%20K-Means%20Clustering%20-%20Data%20Exploration.ipynb
D3. K-Means Clustering Analysishttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/D3.%20K-Means%20Clustering%20Analysis.ipynb
WA1. Linear Regression Overview Worksheethttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/WA1.%20Linear%20Regression%20Overview%20Worksheet.ipynb
WA2. Linear Regression - Data Exploration - Lending Club Worksheethttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/WA2.%20Linear%20Regression%20-%20Data%20Exploration%20-%20Lending%20Club%20Worksheet.ipynb
WA3. Linear Regression - Analysis Worksheethttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/WA3.%20Linear%20Regression%20-%20Analysis%20Worksheet.ipynb
WA4. Linear Regression - Data Cleanup Worksheethttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/WA4.%20Linear%20Regression%20-%20Data%20Cleanup.ipynb
WB3. Logistic Regression - Analysis- Worksheethttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/WB3.%20Logistic%20Regression%20-%20Analysis-%20Worksheet.ipynb
WC3. Random Forests - Analysis - Worksheethttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/WC3.%20Random%20Forests%20-%20Analysis%20-%20Worksheet.ipynb
WC4. Random Forests - Data Cleanup Worksheethttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/WC4.%20Random%20Forests%20-%20Data%20Cleanup.ipynb
WD2. K-Means Clustering - Data Exploration-Worksheethttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/WD2.%20K-Means%20Clustering%20-%20Data%20Exploration-Worksheet.ipynb
WD3. K-Means Clustering Analysis - Worksheethttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/WD3.%20K-Means%20Clustering%20Analysis%20-%20Worksheet.ipynb
Z0. A quick tour of the IPython notebookhttp://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/Z0.%20A%20quick%20tour%20of%20the%20IPython%20notebook.ipynb
Z1. Appendix 1 Plotting code snippets http://nbviewer.ipython.org/urls/raw.github.com/nborwankar/LearnDataScience/master/notebooks/Z1.%20Appendix%201%20Plotting%20code%20snippets%20.ipynb
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