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

Index

Index

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