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Support files for the video course
"Introduction to Data Science"
Nina Zumel
John Mount
http://www.win-vector.com/blog/introduction-to-data-science/
https://www.udemy.com/introduction-to-data-science/?couponCode=C3
IntallAll.R
README.txt
Sec01_Lesson000_CourseIntroduction
Sec01_Lesson001_ProjectWalkThrough
Sec01_Lesson002_StartWithR
Sec02_Lesson002_ValidatingModels
Sec02_Lesson004_NBPractice
Sec02_Lesson005_LRTheory
Sec02_Lesson006_LRPractice
Sec02_Lesson007_LogitTheory
Sec02_Lesson008_LogitPractice
Sec02_Lesson009_RFTheory
Sec02_Lesson010_RFPractice
Sec02_Lesson011_GAM
Sec02_Lesson012_SVM
Sec02_Lesson013_GBM
Sec02_Lesson014_Glmnet
Sec02_Lesson015_EvaluatingModels
Sec03_Lesson001_LoadingData
Sec03_Lesson002_VisualizingData
Sec03_Lesson003_MissingValues
Sec03_Lesson004_UsefulDataTransformations
Sec03_Lesson005_CategoricalVariables
Sec03_Lesson006_TheShapeOfData
Sec04_Lesson001_RecommendedBooks
Sec04_Lesson003_NextSteps