Task: Demonstrate the Difference Between train on batch() and fit() in Keras

Task: Demonstrate the Difference Between train on batch() and fit() in Keras: a task in Terminal-Lego-15k (Harbor dataset). Create a Python script that demonstrates the practical differences between train on batch() and fit() in Keras/TensorFlow. Your script should clearly illustrate when and why…