chapter-4/4-improving-accuracy-with-fine-tuning.ipynb does not contain the final finetuning section that is in book

[gitgithan]

There is a final finetuning throwing away dense and dropout layers that was expected according to the book but is missing in the notebook

[sidgan]

Thanks! Do you want to edit with a PR?