As far as I think, everything can be explained in maths. But why is it so hard to do that? Well for starters maths speaks in terms of signs and symbols and we are used to explanations in our daily life. So why not just convert maths into casual language and then move back towards the more formal one. I came across some links for learning maths intuitively,
- Linear Algebra the intuitive way. Read the comments also for further study.
- Visualizing matrix transformations. Highly recommended after the above link. I didn't know any of the graphical views of matrices.
- Singular Value Decomposition.
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