Raising to the T in machine learning
The notation $A^T$ stands for the transpose of a matrix. It is not specific to machine learning, but rather standard notation in linear algebra. Other notations are sometimes used, for example $A'$.
A related operation is the adjoint $A^*$. The transpose and adjoint are equal for real matrices.