deep-learning-coursera-specialization

Programming Assignments for some of the Coursera Deep Learning Specialisation Modules

1. Convolutional Neural Networks

   1. Week 1 -> Using Tensorflow, build a convolutional neural network (CNN) by implementing Conv layers, Pool layers and Forward propagation.
   2. Week 2 -> Using Keras, build a model for Residual Neural Networks (ResNet)
   3. Week 3 -> Using Keras, use YOLO with non-max suppression algorithm for object detection.
   4. Week 4 -> Using Tensorflow, build face detection and recognition systems (Siamese networks); Neural Style Transfer

2. Sequence Models

   1. Week 1 -> Using Keras, build LSTM and RNN units, language modeling, music generator
   2. Week 2 -> Using Keras, use embedding words, create LSTM network and also word embedding method for getting emojis for sentence
   3. Week 3 -> Using Keras, build a trigger word detection system and a machine translation system.