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Python and Jupyter for UBC Mathematics

Getting Started

Python and Jupyter
Elementary Mathematics
Working with Matrices
Defining Functions
Vectorization and Plotting

Linear Algebra

Systems of Linear Equations
Linear Transformations
Eigenvalues and Eigenvectors

Differential Equations

Slope Fields
Euler’s Method
Numerical Solutions with odeint
Systems of Differential Equations

Calculus

Contour Plots
Numerical Integration
Optimization

Probability

Discrete Distributions
Continuous Distributions

Linear Programming

Simplex Method

Index

By UBC Math

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