The text discusses the importance of appropriate hyperparameter settings for Feedforward Neural Networks (NNs). It mentions that these settings are crucial for the success of NNs. The video provides an overview of all main hyperparameters involved in NNs, their roles in the lifecycle of NNs, and how to set them using Python and Keras.