Lecture-Resources

Slides

Class 1

[Class 2] (https://github.com/data-science-in-ed/Lecture-Resources/blob/master/Class%202%20Systems-Data%20Formats-Git.pdf)

[Class 3] (https://github.com/data-science-in-ed/Lecture-Resources/blob/master/Class.3.Self.directed.learning-basic.viz-tidy.data.pdf)

[Class 4] (https://github.com/data-science-in-ed/Lecture-Resources/blob/master/Class.4.Zotero-Personalization-Dimensionality.Reduction.pdf)

[Class 5] (https://github.com/data-science-in-ed/Lecture-Resources/blob/master/Class%205.Open%20Data.Kmeans.pdf)

[Class 6] (https://github.com/data-science-in-ed/Lecture-Resources/blob/master/Class%206.Privacy.Social%20Network%20Analysis.pdf)

[Class 7] (https://github.com/data-science-in-ed/Lecture-Resources/blob/master/Class%207.Social%20Network%20Analysis.pdf)

[Class 8] (https://github.com/data-science-in-ed/Lecture-Resources/blob/master/Class.8.Inference-Cross%20Validation-Decision%20Trees.pdf)

[Class 9] (https://github.com/data-science-in-ed/Lecture-Resources/blob/master/Class.9.Intelligent%20Tutoring-BKT-Random%20Forest.pdf)

[Class 10] (https://github.com/data-science-in-ed/Lecture-Resources/blob/master/Class.10.Natural%20Language%20Processing.pdf)

Other

Open Syllabus Explorer