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Python packages for learning science and engineering

  • 01-04 Introduction
    • Python history in brief
    • PyPI
    • Framework
    • GitHub
  • 05-10 Installation
    • Installing python
    • PyPI vs Anaconda
    • GitHub
    • Some editors
    • Jupyter Notebok
  • 11-25 Python Basics
    • Hello, World!
    • Variables
    • Conditional
    • Iteration
    • Function
    • Files
  • 25-30 pip
    • Upgrade pip
    • Installed packages
    • Installing packages
  • 35-45 Matlplotlib
    • Installation
    • Minimal code
    • Some types of chart
  • 46-50 Seaborn
    • Installation
    • Styling charts
  • 50-55 pandas
    • Installation
    • Reading CSV dan XLSX files
    • Writing CSV dan XLSX files
  • 56-65 Numerical packages
    • NumPy
    • SciPy
  • 66-70 Symbolic mathematics
    • Markdown
    • LaTeX
    • Latexify
    • SymPy
  • 71-80 Some packages
    • Finite Difference method
    • Finite Element method
    • ..
  • 81-85 More features
    • PyPy: Make it faster with some limitations
    • Parallel Python