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<!DOCTYPE html>
<html>
<head>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Search — Data Science in Practice</title>
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<h1 class="site-logo" id="site-title">Data Science in Practice</h1>
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Data Science in Practice
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<p class="caption">
<span class="caption-text">
Tutorials
</span>
</p>
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<li class="toctree-l1">
<a class="reference internal" href="tutorials/00-Introduction.html">
Introduction
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</li>
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<a class="reference internal" href="tutorials/01-Python.html">
Python
</a>
</li>
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<a class="reference internal" href="tutorials/02-JupyterNotebooks.html">
Jupyter Notebooks
</a>
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<li class="toctree-l1">
<a class="reference internal" href="tutorials/03-DataAnalysis.html">
Data Analysis
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</li>
<li class="toctree-l1">
<a class="reference internal" href="tutorials/05-DataGathering.html">
Data Gathering
</a>
</li>
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<a class="reference internal" href="tutorials/06-DataWrangling.html">
Data Wrangling
</a>
</li>
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<a class="reference internal" href="tutorials/07-DataCleaning.html">
Data Cleaning
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="tutorials/08-DataPrivacy%26Anonymization.html">
Data Privacy & Anonymization
</a>
</li>
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Data Visualization
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Distributions
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Testing Distributions
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Statistical Comparisons
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Ordinary Least Squares
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Linear Models
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<a class="reference internal" href="tutorials/15-Clustering.html">
Clustering
</a>
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<a class="reference internal" href="tutorials/16-DimensionalityReduction.html">
Dimensionality Reduction
</a>
</li>
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<a class="reference internal" href="tutorials/17-Classification.html">
Classification
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="tutorials/18-NaturalLanguageProcessing.html">
Natural Language Processing
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="tutorials/A1-PythonPackages.html">
Appendix: Python Packages
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="tutorials/A2-Git.html">
Appendix: Version Control
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Assignments
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Python Introduction
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Pandas
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<a class="reference internal" href="assignments/D3_DataExploration.html">
Data Exploration
</a>
</li>
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<a class="reference internal" href="assignments/D4_DataPrivacy.html">
Data Privacy
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="assignments/D5_DataAnalysis.html">
Data Analysis
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="assignments/D6_NaturalLanguageProcessing.html">
Natural Language Processing
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Project
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Project Proposal
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Project Report
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Project Checklist
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By Thomas Donoghue, Bradley Voytek, & Shannon Ellis<br/>
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