Is it a bad idea to use visualizations in studying linear algebra?

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many concepts in linear algebra are explained using visualizations. However, many practical applications of linear algebra use spaces whose dimension is larger than 3 which you cannot visualize. When I try to learn some concept of linear algebra using visualization I find it difficult to think in higher dimensions. So, I thought that may be it is a bad idea to use visualizations and always try to learn linear algebra without using visualizations. Do you agree with this? Thanks