Programming assignments from all courses within the Coursera Deep Learning Specialization offered by deeplearning.ai
Instructor: Andrew Ng
- Week 2 - PA 2 - Logistic Regression with a Neural Network mindset
- Week 3 - PA 3 - Planar data classification with one hidden layer
- Week 4 - PA 4 - Building your Deep Neural Network: Step by Step
- Week 4 - PA 5 - Deep Neural Network for Image Classification: Application
- Week 1 - PA 1 - Initialization
- Week 1 - PA 2 - Regularization
- Week 1 - PA 3 - Gradient Checking
- Week 2 - PA 4 - Optimization Method
- Week 3 - PA 5 - TensorFlow Tutorial
- There are no programming assignments for this course.
- Week 1 - PA 1 - Convolutional Model: step by step
- Week 1 - PA 2 - Convolutional Neural Networks: Application
- [Week 2 - PA 1 - Keras - Tutorial - Happy House]
- [Week 2 - PA 2 - Residual Networks]
- [Week 2 - PA 2 - Transfer Learning with MobileNet]
- [Week 3 - PA 1 - Car detection with YOLO for Autonomous Driving]
- [Week 3 - PA 2 - Image Segmentation Unet]
- [Week 4 - PA 1 - Art Generation with Neural Style Transfer]
- [Week 4 - PA 2 - Face Recognition]
- [Week 1 - PA 1 - Building a Recurrent Neural Network - Step by Step]
- [Week 1 - PA 2 - Dinosaur Land -- Character-level Language Modeling]
- [Week 1 - PA 3 - Jazz improvisation with LSTM]
- [Week 2 - PA 1 - Word Vector Representation and Debiasing]
- [Week 2 - PA 2 - Emojify!]
- [Week 3 - PA 1 - Neural Machine Translation with Attention]
- [Week 3 - PA 2 - Trigger Word Detection]
- [Week 4 - PA 1 - Transformer Network]
- [Week 3 - PA 2 - Transformer Network Application: Named-Entity Recognition]
- [Week 3 - PA 2 - Transformer Network Application: Question Answering]