toc for python

toc

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