Add titles from session3

Author: lumbric

session3_scientific_ecosystem/titles.rst

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+The Python Scientific Ecosystem
+The Python Scientific Ecosystem
+The Python Scientific Ecosystem
+Python vs. other languages and their applications
+Runtime performance comparison
+How to make code run fast?
+How to make code run fast?
+Profile your code!
+Profile your code!
+Profile your code!
+Profile your code!
+Profile your code: RunSankeRun
+Fast calculation
+Fast calculation of Fibonacci numbers
+Asymptotic time complexity and the Big Oh
+Asymptotic time complexity and the Big Oh
+Asymptotic time complexity and the Big Oh
+Fibonacci numbers: use good algorithms
+Fibonacci numbers: use good algorithms
+Fast calculation of Fibonacci numbers: Caching
+Fast calculation of Fibonacci numbers: Caching
+Speedup by use of some fancy libraries
+Speedup by use of some fancy libraries
+Speedup by other fancy alterantives to pure Python
+Buy faster hardware
+Buy faster hardware
+Make things parallel
+Make things parallel
+Make things parallel: using big data
+Make things run on the GPU
+Latency Numbers Every Programmer Should Know  (~2012)
+Don't forget about numerics!
+Questions?
+Exercise
+Tips and tricks
+Tips and tricks
+Tips and tricks
+Tips and tricks
+Tips and tricks
+Numpy
+Numpy
+Numpy
+Numpy: Broadcasting
+Numpy: Broadcasting
+Broadcasting: Numpy
+Broadcasting: Numpy
+Broadcasting: Numpy
+Broadcasting: Numpy
+Xarray has named dimensions!
+Numpy: this is how you make things fast!
+Numpy: Slicing
+Numpy: when is data copied?
+Numpy: when is data copied?
+Numpy: when is data copied?
+Numpy: when is data copied?
+Plotting
+Matplotlib, Pyplot, Pylab
+Nice examples with pandas, matplotlib and seaborn
+Exercise: plot cos(x) * cos(y)
+Exercise: plot cos(x) * cos(y)
+Exercise
+Exercise: solution
+Not covered in this workshop