Math for Machine Learning

You Don't Need All of Linear Algebra for AI #ai #coding #deeplearning #education #machinelearning

You don't need a 600-page linear algebra textbook to understand machine learning. You need exactly 6 concepts. Here they are in 30 seconds. Vectors, matrices, matrix multiplication, the dot product, norms, and what a transformation does to space — master these and the math behind deep learning stops feeling like magic. #LinearAlgebra # ...

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En matemáticas, un modelo es una representación precisa de la realidad utilizando variables y fórmulas. Para calcular objetivamente un tamaño tridimensional, la longitud no es suficiente; debemos obtener el volumen. Aplicando la fórmula geométrica del cilindro y ajustando factores como el radio de curvatura (con la sagita), podemos obtener una medida exacta. En este análisis descubrimos cómo las matemáticas pueden modelar cualquier objeto de la vida real, y por qué los factores humanos a menudo

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