Julia Programming

  1. Scientific Computing Ecosystem
    1. Linear Algebra
      1. Matrix Operations
        1. Vector Operations
          1. Matrix Factorizations
            1. Eigenvalue Problems
              1. Sparse Matrices
              2. Numerical Methods
                1. Root Finding
                  1. Optimization
                    1. Integration
                      1. Interpolation
                        1. Differential Equations
                        2. Data Analysis
                          1. DataFrames
                            1. Data Manipulation
                              1. Statistical Analysis
                                1. Data Visualization
                                2. Machine Learning
                                  1. ML Frameworks
                                    1. Neural Networks
                                      1. Model Training
                                        1. Model Evaluation

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                                      17. Concurrency and Parallelism

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                                      19. Plotting and Visualization