Sequence Models @Coursera
February 26, 2021 · View on GitHub
Course by deeplearning.ai
This is part of the 5 course specialization on Deep Learning on Coursera. This is the fourth course.
📖 Overview
Week 1 - Recurrent Neural Networks
- Quiz - Recurrent Neural Networks
- Programming Assignment - Building a Recurrent Neural Network Step By Step
- Programming Assignment - Dinosaur Island - Character Level Language Modelling
- Programming Assignment - Jazz Improvisation with LSTM
Week 2 - Natural Language Processing and Word Embeddings
- Quiz - Natural Language Processing & Word Embeddings
- Programming Assignment - Operations On Word Vectors - Debaising
- Programming Assignment - Emojify
Week 3 - Sequence Model & Attention Mechanism
- Quiz - Sequence Models & Attention Mechanism
- Programming Assignment - Neural Machine Translation with Attention Mechanism
- Programming Assignment - Trigger Word Detection
🎓 Certificate
