Linear Algebra

  • Eigenvector, Eigenvalue

    Statistics

    Highlights

  • Probability
  • Estimation and Hypothesis Test
  • Parametric Statistical Significance Tests (in Python)
  • Sample size in AB Tests
  • Nonparametric Statistical Significance Tests (in Python)

    Links

  • Ariel's page
  • Python for Data Science
  • Introduction to Probability and Statistics
  • Topics in Mathematics with Applications in Finance