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Mathematics for AI and Machine Learning
4 posts
The determinant is just the area of the parallelogram formed by the column vectors. Interactive calculator shows how columns create parallelograms.
Understand eigenvectors through the spinning globe analogy. Interactive calculator to find eigenvectors and eigenvalues of any 2x2 or 3x3 matrix.
Learn matrix multiplication with an interactive calculator. Change matrix dimensions, enter values, and see step-by-step how each result entry is computed.
Understand tensors visually: scalar vs vector vs matrix vs tensor. Learn NumPy shape intuition with interactive examples and visualizations.