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Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog

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0001 Using Python pandas Series.ipynb
 
 
0002 Using Python pandas DataFrame.ipynb
 
 
0003 Data Alignment with Python pandas DataFrame.ipynb
 
 
0004 Apply functions to Python Pandas DataFrame.ipynb
 
 
0005 Matplotlib Styling Options.ipynb
 
 
0006 Baby Name Diversity with Pandas.ipynb
 
 
0007 Mean, Median and Mode with Garmin Vivofit Data.ipynb
 
 
0008 Exploring the Variance and Standard Deviation.ipynb
 
 
0009 NumPy Dot Matrix Multiplication.ipynb
 
 
0010 Exploring the Standard Normal Distribution.ipynb
 
 
0011 Using the Probability Density Function.ipynb
 
 
0012 Exploring the Central Limit Theorem.ipynb
 
 
0013 Confidence Interval of a Klout Score sample.ipynb
 
 
0014 Hypothesis Testing with Bird Strike Incidents.ipynb
 
 
0015 Exploring t-test and Cohen's d effect size.ipynb
 
 
0016 Paired Samples t-Test on Women's Shoes.ipynb
 
 
0017 Independent Samples t-test on Wine Prices.ipynb
 
 
0018 Pooled Variance t-Test Recipe.ipynb
 
 
0019 Welch's t-Test on Baseball Batting Average.ipynb
 
 
0020 Shapiro-Wilk test for Normality.ipynb
 
 
0021 Multivariate Linear Regression with Gradient Descent.ipynb
 
 
0022 One-Way ANOVA Analysis of Variance.ipynb
 
 
0023 Calculus - Functions and Limits.ipynb
 
 
0024 Gaussian Naive Bayes Classification in Python.ipynb
 
 
0025 Independent Events and Compound Probability.ipynb
 
 
0026 Bayes Theorem and Conditional Probability.ipynb
 
 
0027 SVM Classifier Example on Recognizing Twitter Users.ipynb
 
 
0028 Using TF-IDF for Text Mining in Python.ipynb
 
 
0029 Solving a Linear System with Numpy and Matrix Algebra.ipynb
 
 
0030 Binary One-Hot Feature Extraction for Machine Learning in Python.ipynb
 
 
0031 Decision Tree Classifier on Guitar Models.ipynb
 
 
0032 Shannon's Entropy and Information Gain for Decision Trees.ipynb
 
 
README.md
 
 

README.md

NoteBooks Statistics and Machine Learning

Notebooks as published on unsupervised-learning.com (RIP).

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Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog

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machine-learning machine-learning-algorithms machinelearning statistics python jupyter-notebook jupiter-notebook ipython-notebook ipynb ipynb-notebook ipynb-jupyter-notebook data-science datascience

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