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Are healthier people happier people?

  • What you will learn
  • Differentiation
  • A line through the data
  • Finding the best fit line
  • Interpretting the data
  • Exercise: look for other predictors of happiness
  • Using regression in applications

Can we predict a disease outbreak?

  • The SIR model
  • Phase Planes
  • The SEIR model

Are Ethiopian or Kenyan runners the fastest?

  • What you will learn
  • Why Do We Need a Test at All?
  • Calculating the t-Statistic by Hand
  • Doing it in Python

How did Google make billions of dollars?

  • What you will learn
  • The Mathematics of the PageRank algorithm
  • Working with matrices in Python
  • Simulating PageRank
  • Eigenvalues and eigenvectors of a matrix
  • Directly computing the PageRank scores
Kujenga
  • Search

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