Layer Normalization is introduced as an improvement over Batch Normalization, addressing certain limitations associated with the latter in enhancing the speed and performance of neural networks. The video explores the operational mechanics of Layer Normalization, compares its effectiveness to Batch Normalization, and identifies scenarios where Layer Normalization is most advantageous.