Sequence-Models-coursera

Sequence Models by Andrew Ng on Coursera.

https://www.coursera.org/learn/nlp-sequence-models/home/welcome

Lecture Explanation

Welcome to Sequence Models! You’re joining thousands of learners currently enrolled in the course. I'm excited to have you in the class and look forward to your contributions to the learning community.

To begin, I recommend taking a few minutes to explore the course site. Review the material we’ll cover each week, and preview the assignments you’ll need to complete to pass the course. Click Discussions to see forums where you can discuss the course material with fellow students taking the class.

If you have questions about course content, please post them in the forums to get help from others in the course community. For technical problems with the Coursera platform, visit the Learner Help Center.

Good luck as you get started, and I hope you enjoy the course!

Programming Assignments

• Week 1

  • Week1 - Building a Recurrent Neural Network - Step by Step
  • Week1 - Dinosaur Island -- Character-level language model
  • Week1 - Jazz improvisation with LSTM

• Week 2

  • Week2 - Word Vector Representation
  • Week2 - Emojify

• Week 3

  • Week3 - Machine Translation
  • Week3 - Trigger word detection

Quiz Solutions

• Week1 Quiz Solutions
• Week2 Quiz Solutions
• Week3 Quiz Solutions

Keras-Applications

sequence models

• Dinosaurus land

• Emojify

• Neural Machine Translation

• Trigger Word Detection

generative model

• Improvise a Jazz Solo