R code for the CAP394 - Introduction to Data Science course and Data Science tutorials

Notebooks used in the lectures:

• Can we measure whether the term "Data Science" is new? Here's a notebook that gets pubications' titles from the Web of Science to answer this question.
• An old version of that experiment is here, in two parts: Papers about Data Science and Books about Data Science.
• Here's a more complete example of a notebook with EDA concepts: The Iris EDA Example.
• Exploratory Data Analysis - Visualization is Important!
• Exploratory Data Analysis - Forest Cover Type
• An example of a notebook that evaluates the quality/completeness of the data: The PCD Exploration Example.
• Machine Learning - Decision Trees: Iris
• Machine Learning - Decision Trees: Forest Cover Type

Projects in several different stages of completeness:

• The Cabspotting Data EDA project.
• The Lattes CVs Analysis.