Tensors are fundamental for understanding the curvature of spacetime in Einstein's General Relativity.
A tensor of rank 1 is a vector.
Tensors have contra-variant and co-variant components that vary in opposite or same ways when basis vectors change.
Tensors can be described by dot products with basis vectors.
A tensor of rank 2 associates numbers with every possible combination of two basis vectors.