The given solutions in this project are only for reference purpose.
Welcome to Dinosaurus Island! 65 million years ago, dinosaurs existed, and in this assignment, they have returned.
We are in charge of a special task: Leading biology researchers are creating new breeds of dinosaurs and bringing them to life on earth, and our job is to give names to these dinosaurs. If a dinosaur does not like its name, it might go berserk, so choose wisely!
Luckily we're equipped with some deep learning now, and you will use it to save the day! We have collected a list of all the dinosaur names they could find, and compiled them into this dataset.
To create new dinosaur names, we will build a character-level language model to generate new names. Our algorithm will learn the different name patterns, and randomly generate new names. Hopefully this algorithm will keep you and your team safe from the dinosaurs' wrath!
By the time we complete this assignment, we'll be able to:
- Store text data for processing using an RNN
- Build a character-level text generation model using an RNN
- Sample novel sequences in an RNN
- Explain the vanishing/exploding gradient problem in RNNs
- Apply gradient clipping as a solution for exploding gradients
https://www.coursera.org/learn/nlp-sequence-models
https://www.deeplearning.ai/program/deep-learning-specialization/