Data Science 201

Data Science 201

Lesson Content

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Interactive graphs and maps

Concept review 1: interactive graphs and maps

Interactive Shiny web applications

Concept review 2: interactive Shiny web applications

Classification algorithms – Naive Bayes

Concept review 3: classification algorithms – Naive Bayes

Classification algorithms – logistic regression

Concept review 4: classification algorithms – logistic regression

Classification algorithms – random forests

Concept review 5: classification algorithms – random forests

Polynomial regression modeling

Concept review 6: polynomial regression modeling

Introduction to text mining

Concept review 7: introduction to text mining