Python for scientists

• Introduction to Python
  • The Python langage
  • A taste of Python
  • Variable in Python
  • Functions
  • Data types in Python
  • Mutable objects / arguments in functions
  • Control structure
  • Accents and non Latin letters
  • Files and file like objects
  • Modules
  • Package
  • Error and Exception
  • Assert and test
  • The Python standard library
• Numerical calculation
  • Numpy Array
  • Exercises on numpy array
  • Graphics in Python
  • Exercises on graphics (and numpy)
  • Data fitting
  • Exercises on fit
  • Differential equation
  • Exercises on differential equation
  • Fourier analysis
  • Exercises on Fourier analysis
• Object oriented programming
  • Object oriented programming
  • Pauli matrices
  • Data analysis
• Solutions
  • Exercises on numpy array
  • Exercises on graphics (and numpy)
  • Exercises on fit
  • Exercises on differential equation
  • Exercises on Fourier analysis