| 1 |
Introduction |
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Intro to data wrangling, R, and course outline |
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Base R |
| 2 |
Reproducible Documents and Importing Data |
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Managing your workflow and reproducibility |
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Importing data and understanding the basics of it |
| 3 |
Tidy Data and Data Manipulation |
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Tidying & preparing data for analysis |
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Data manipulation |
| 4 |
Relational Data and More Tidyverse Packages |
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Relational data |
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Leveraging the Tidyverse to simplify data wrangling |
| 5 |
Data Visualizations |
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Data visualization |
| 6 |
Creating Efficient Code in R |
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Control statements & iteration |
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Writing functions |
| 7 |
Introduction to Applied Modeling |
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Correlation & regression |
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Introduction to machine learning |