FACTORIAL METHODS IN DATA SCIENCE
Methods from mathematical algebra to analyse data.
- · Presentation of methods and objectives,
- · Basics of Linear Algebra for Data Analysis,
- · Functions and Matrices,
- · VBA Code for EigenValues and EigenVectors.
- · Regression with Excel,
- · Regression with VBA,
- · Comparison of methods.
- · General Analysis,
- · Principal Component Analysis (PCA),
- · Factorial Analysis on Contingent Table,
- · Correspondence Analysis (CA),
- · Multiple Correspondence Analysis (MCA),
- · Canonical Analysis,
- · Financial Example.
- · Linear Discriminant Analysis (LDA),
- · Fisher Example on Iris.