Tensor Decomposition is like taking apart a puzzle. We start with a complicated jumble of numbers (called a tensor) then use math to break it into simpler pieces that work together to give us the same jumble. For example, you might start with a tensor that's made up of four numbers, then use tensor decomposition to break it up into two simpler parts (each with two numbers). This makes it easier for us to understand and work with the tensor.