The Keras with TensorFlow course is focused on teaching users how to use Keras, a neural network API written in Python and integrated with TensorFlow. It covers the basics of organizing and pre-processing data, building and training artificial neural networks, and the importance of data normalization and creating validation sets. The course also provides resources such as video and text files and a guide on how to set up a GPU for increased efficiency.