8  Tensor Algebra

• Talk about what a tensor is by defining a dyad, extending it to higher rank, and defining an arbitrary tensor as a linear combination of dyads in a tensor space
• Talk about linearity, tensor contraction, outer products, trace (contracting two indices)
• Talk about the Hessian of a vector-valued function as a rank-3 tensor
• Find ML-relevant topics to cover where tensors arise