Introduction to Non-distributed and Distributed Linear Algebra and Applied Linear Regression

• Sections
  • Linear Algebra Introduction
    • HOMEWORK: breeze linear algebra cheat sheet
  • Linear Regression Introduction
  • Distributed Linear Algebra for Linear Regression Introduction
    • HOMEWORK: Spark Data Types for Distributed Linear Algebra
      • Local Vector
      • Labeled Point
      • Local Matrix
      • Distributed Matrix
      • Row Matrix
      • Indexed Row Matrix
      • Coordinate Matrix
      • Block Matrix
  • Power Plant Pipeline: Model, Tune, Evaluate