Ebook details

Mastering Machine Learning with R. Master machine learning techniques with R to deliver insights for complex projects

Mastering Machine Learning with R. Master machine learning techniques with R to deliver insights for complex projects

Cory Lesmeister

EBOOK
  • 1. Business Understanding - The Road toActionable Insights
  • 2. Linear Regression – The Blocking and Tackling of Machine Learning
  • 3. Logistic Regression and Discriminant Analysis
  • 4. Multivariate Regression part 2 – AdvancedFeature Selection
  • 5. Classification – Taking it to the Next Level
  • 6. Classification & Regression Trees
  • 7. Unsupervised Techniques – PrincipalComponents
  • 8. Unsupervised Techniques – Clustering
  • 9. Text Analysis
  • 10. Social Media Mining
  • 11. Advanced Applications
  • 12. Text Mining
  • 13. Appendix B: Getting R on the Cloud
  • Title:Mastering Machine Learning with R. Master machine learning techniques with R to deliver insights for complex projects
  • Author:Cory Lesmeister
  • Original title:Mastering Machine Learning with R. Master machine learning techniques with R to deliver insights for complex projects
  • ISBN:9781783984534, 9781783984534
  • Date of issue:2015-10-28
  • Format:Ebook
  • Item ID: e_3be6
  • Publisher: Packt Publishing