# What Makes Deep Learning More of an Art Than a Science?

from pathlib import Path

DATA_DIR = Path("/kaggle/input")
if (DATA_DIR / "ucfai-core-sp19-hyperparamter-tuning").exists():
DATA_DIR /= "ucfai-core-sp19-hyperparamter-tuning"
else:
# You'll need to download the data from Kaggle and place it in the data/
#   directory beside this notebook.
# The data should be here: https://kaggle.com/c/ucfai-core-sp19-hyperparamter-tuning/data
DATA_DIR = Path("data")


## Other Meetings in this Series

#### Who Needs Show Writers Nowadays?

This lecture is all about Recurrent Neural Networks. These are networks with with added memory, which means they can learn from sequential data such as speech, text, videos, and more. Different types of RNNs and strategies for building them will also be covered. The project will be building a LSTM-RNN to generate new original scripts for the TV series “The Simpsons”. Come and find out if our networks can become better writers for the show!