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Scientific Python Introduction
Trygve Eftestøl Karl Skretting
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Aim of the course Get to know Python What is Python? Basic training
Why use Python? Basic training User interface Basic functions Visualisation Programming Analysis
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What is Scientific Python?
object oriented programming language Scientific Add numpy, matplotlib, scipy Why use Python? Mathematcal computations Visualisation Analysis Used a lot for problem solving Cybernetics Signal processing Image processing Pattern recognition …
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Basic training User interface Basic functions Visualisation
Programming Analysis
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User interface Interpreter window Editor Help
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User interface Interpreter
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User interface Editor
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User interface Help Documentation Search
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Basic functions Create matrices Matrix operations Matrix functions
Matrix indexing Logical operations
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Basic functions Create matrices Scalar Vector Matrix
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Basic functions Matrix operators
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Basic functions Matrix functions
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Basic functions Matrix indexing
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Basic functions Logical operators
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Visualisation 2D-plotting 3D-plotting
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Visualisation 2D-plotting
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Visualisation 3D-plotting
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Visualisation 3D-plotting
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Programming Function files Control structures if while for
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Programming Function files
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Programming Condition control using if
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Programming Iterations using while
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Programming Iterations using for
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Analysis Estimate pulse rate Reading from data file Plotting of signal
Detection of peaks Problem – false detections Spectral analysis Filtering
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Analysis Reading from data file Plotting of signal Detection of peaks
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Analysis Problem – false detections Spectral analysis Filtering
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