./IntroductionToDataScience

..


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