Computational Physics

  1. Programming Fundamentals
    1. Programming Languages for Physics
      1. Python
        1. C/C++
          1. Fortran
            1. Julia
              1. MATLAB
              2. Essential Programming Concepts
                1. Variables and Data Types
                  1. Control Structures
                    1. Loops
                      1. Conditionals
                        1. Branching
                        2. Functions and Procedures
                          1. Data Structures
                            1. Arrays
                              1. Lists
                                1. Dictionaries
                                  1. Matrices
                                  2. File Input/Output
                                    1. Error Handling
                                    2. Code Organization
                                      1. Modular Programming
                                        1. Object-Oriented Programming
                                          1. Code Documentation
                                            1. Version Control
                                            2. Scientific Computing Libraries
                                              1. NumPy
                                                1. SciPy
                                                  1. Matplotlib
                                                    1. GNU Scientific Library
                                                      1. BLAS and LAPACK

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                                                    2. Mathematical Foundations

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                                                    4. Computer Arithmetic and Error Analysis