NumPy Library

  1. The NumPy ndarray Object
    1. Core Concept: The N-Dimensional Array
      1. Definition of ndarray
        1. Array Rank and Shape
          1. Homogeneous Data Type
            1. Importance of Single Data Type
              1. Implications for Performance
            2. Key Attributes of an ndarray
              1. ndarray.ndim
                1. ndarray.shape
                  1. ndarray.size
                    1. ndarray.dtype
                      1. ndarray.itemsize
                        1. ndarray.data
                          1. ndarray.strides
                            1. ndarray.flags
                            2. Array Methods Overview
                              1. Instance Methods vs. NumPy Functions
                                1. Method Chaining
                                  1. In-place vs. Copy Operations

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                                3. Data Types in NumPy