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Beginners-Guide-Data-Science

Code and data files for "The Beginner's Guide to Data Science" by Robert Ball and Brian Rague

Errata:

On page 164, Fig. 8.5 refers to text that did not get printed with the book. Running the code that the caption refers to ('decision_tree.py') generates the following:

|--- snowing <= 0.50
|   |--- temperature <= 0.50
|   |   |--- class: 0
|   |--- temperature >  0.50
|   |   |--- temperature <= 1.50
|   |   |   |--- class: 1
|   |   |--- temperature >  1.50
|   |   |   |--- wind <= 1.50
|   |   |   |   |--- class: 0
|   |   |   |--- wind >  1.50
|   |   |   |   |--- class: 1
|--- snowing >  0.50
|   |--- wind <= 1.50
|   |   |--- class: 1
|   |--- wind >  1.50
|   |   |--- class: 0

Chapter 10.9 Update:

The fbprophet package is now rebranded as prophet. The documentation can be found here: https://facebook.github.io/prophet/docs/quick_start.html

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