/NoteBooks-Statistics-and-MachineLearning

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.idea Decision Tree Classifier on Guitar Models Mar 7, 2015
data Entropy and Information Gain for Decision Trees Mar 15, 2015
0001 Using Python pandas Series.ipynb Pandas DataFrame and minor change to Series Notebook Dec 24, 2014
0002 Using Python pandas DataFrame.ipynb Pandas DataFrame and minor change to Series Notebook Dec 24, 2014
0003 Data Alignment with Python pandas DataFrame.ipynb Data Alignment with pandas Dec 27, 2014
0004 Apply functions to Python Pandas DataFrame.ipynb Apply function to DataFrame Dec 27, 2014
0005 Matplotlib Styling Options.ipynb Matplotlib Styling Options Dec 27, 2014
0006 Baby Name Diversity with Pandas.ipynb Baby names diversity analysis with pandas and matplotlib Dec 28, 2014
0007 Mean, Median and Mode with Garmin Vivofit Data.ipynb Garmin Vivofit data mean, median, mode notebook Dec 30, 2014
0008 Exploring the Variance and Standard Deviation.ipynb Exploring the Standard Normal Distribution Jan 2, 2015
0009 NumPy Dot Matrix Multiplication.ipynb NumPy Dot Matrix Multiplication Jan 1, 2015
0010 Exploring the Standard Normal Distribution.ipynb Exploring the Standard Normal Distribution Jan 2, 2015
0011 Using the Probability Density Function.ipynb Using the PDF Jan 3, 2015
0012 Exploring the Central Limit Theorem.ipynb Central Limit Theorem Jan 4, 2015
0013 Confidence Interval of a Klout Score sample.ipynb Update Confidence Interval Jan 10, 2015
0014 Hypothesis Testing with Bird Strike Incidents.ipynb Hypothesis testing Jan 11, 2015
0015 Exploring t-test and Cohen's d effect size.ipynb Dependent t-Test for Paired Samples Jan 14, 2015
0016 Paired Samples t-Test on Women's Shoes.ipynb Dependent t-Test for Paired Samples Jan 14, 2015
0017 Independent Samples t-test on Wine Prices.ipynb Added statsmodels Jan 17, 2015
0018 Pooled Variance t-Test Recipe.ipynb Added statsmodels Jan 17, 2015
0019 Welch's t-Test on Baseball Batting Average.ipynb Welch's t-test Jan 17, 2015
0020 Shapiro-Wilk test for Normality.ipynb Shapiro-Wilk test for normality Jan 17, 2015
0021 Multivariate Linear Regression with Gradient Descent.ipynb One -way ANOVA Jan 31, 2015
0022 One-Way ANOVA Analysis of Variance.ipynb Changed statsmodels.api import May 7, 2015
0023 Calculus - Functions and Limits.ipynb Gaussian Naive Bayes Classifier in Python Feb 6, 2015
0024 Gaussian Naive Bayes Classification in Python.ipynb Gaussian Naive Bayes Classifier in Python Feb 8, 2015
0025 Independent Events and Compound Probability.ipynb Independent Events and Compound Probability Feb 4, 2015
0026 Bayes Theorem and Conditional Probability.ipynb Bayes Theorem and conditional probability Feb 4, 2015
0027 SVM Classifier Example on Recognizing Twitter Users.ipynb SVM Classifier Feb 22, 2015
0028 Using TF-IDF for Text Mining in Python.ipynb TF-IDF example Feb 21, 2015
0029 Solving a Linear System with Numpy and Matrix Algebra.ipynb Solving a Linear System with Numpy and Matrix Algebra Feb 22, 2015
0030 Binary One-Hot Feature Extraction for Machine Learning in Python.ipynb Feature extraction from categorical data Mar 4, 2015
0031 Decision Tree Classifier on Guitar Models.ipynb Decision Tree Classifier on Guitar Models Mar 8, 2015
0032 Shannon's Entropy and Information Gain for Decision Trees.ipynb Entropy and Information Gain for Decision Trees Mar 15, 2015
README.md Create README.md Dec 24, 2014

README.md