Sequence Models @Coursera

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
• Week 2
• Week 3
• Certificate

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