Introduction to computing with Python -- Vectors, matrices, and multidimensional arrays -- Symbolic computing -- Plotting and visualization -- Equation solving -- Optimization -- Interpolation -- Integration -- Ordinary differential equations -- Sparse matrices and graphs -- Partial differential equations -- Data processing and analysis -- Statistics -- Statistical modeling -- Machine learning -- Bayesian statistics -- Signal processing -- Data input and output -- Code optimization -- Appendix: Installation.