TensorFlow is an open-source software library for high-performance numerical computation, supporting deployment across various platforms. Keras, a high-level API standard for deep learning, is fully implemented within TensorFlow, facilitating fast prototyping and advanced research. The Sequential API simplifies defining neural network models, mirroring the intuitive concept of deep learning as a sequence.