- Course 1 - Neural Networks and Deep Learning: 97%
- Course 2 - Improving Deep Neural Networks: 97.99%
- Course 3 - Structuring Machine Learning Projects: 100%
- Course 4 - Convolutional Neural Networks: 97%
- Course 5 - Sequence Models: 100%
Each course is spread out in weeks, and are made up of video slides, lab sessions, quizzes, assignments, related course materials, code and data
- Building your Deep Neural Network: Step by Step
- Deep Neural Network for Image Classification: Application
- Building your Recurrent Neural Network - Step by Step
- Character level language model - Dinosaurus Island
- Improvise a Jazz Solo with an LSTM Network
- Transformer Network
- Transformer Network Application: Named-Entity Recognition
- Transformer Network Application: Question Answering
- Transformer Pre-processing
The solutions presented are intended to serve as reference for learners who enroll in this course.