Tensorboard AttributeError: 'ModelCheckpoint' object has no attribute 'on_train_batch_begin'

In your imports you are mixing keras and tf.keras, which are NOT compatible with each other, as you get weird errors like these.

So a simple solution is to choose keras or tf.keras, and make all imports from that package, and never mix it with the other.