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diff --git a/lecture-notes/advanced-python/module_plan.rst b/lecture-notes/advanced-python/module_plan.rst new file mode 100644 index 0000000..2ee4925 --- /dev/null +++ b/lecture-notes/advanced-python/module_plan.rst @@ -0,0 +1,79 @@ +Advanced Python +=============== + +Module Objectives +----------------- + +After successfully completing this module a participant will be able to: + +* generate 2D plots {Ap} +* Work with arrays and use them effectively {Ap} +* Solve linear, polynomial and other non-linear equations {Ap} +* Solve ODEs {Ap} +* Write mid-sized programs that carry out typical {Ap} + engineering/numerical computations such as those that involve + (basic) manipulation of large arrays in an efficient manner + ++---------+-----------------------------------+----------+ +| Session | Topic | Duration | ++---------+-----------------------------------+----------+ +| | Interactive Plottin | 5 min | +| | - -pylab | | +| | - plot, linspace | | +| | | | +| | Embellishing plots | 10 min | +| | - clf | | +| | - title | | +| | - xlabel, ylabel | | +| | - annotate | | +| | - xlim, ylim | | +| | | | +| | Saving to scripts | 10 min | +| | - %hist | | +| | - %save | | +| | - %run | | +| | | | +| | Saving plots | | +| | | | +| | Multiple plots | 15 min | +| | - legend | | +| | - *figure* | | +| | - subplot | | +| | | | +| | Plotting data | 10 min | +| | - loadtxt | | +| | | | +| | Other plots | 10 min | +| | - bar, | | +| | - pie | | +| | - scatter | | +| | - loglog | | ++---------+-----------------------------------+----------+ +| | Arrays - Introduction | 15 min | +| | - creating from lists | | +| | - special methods | | +| | - operations on arrays | | +| | | | +| | Accessing pieces of arrays | 15 min | +| | - accessing and changing elements | | +| | - rows and columns | | +| | - slicing and striding | | +| | | | +| | Matrix operations | 10 min | +| | | | +| | Least square fit | 15 min | ++---------+-----------------------------------+----------+ +| | Solving equations | 15 min | +| | - solve | | +| | - roots | | +| | - fsolve | | +| | | | +| | ODEs | 20 min | +| | - 1st order | | +| | - 2nd order | | +| | | | +| | python modules | 20 min | +| | - imports | | +| | - sys.path | | +| | - writing own modules | | ++---------+-----------------------------------+----------+ |