Deep Learning Specialization from DeepLearning.ai on Coursera
Personal repository to repeat the amazing course material.
- Week 2 - Logistic Regression with a Neural Network mindset
- Week 3 - Planar data classification with one hidden layer
- Week 4 - Building your Deep Neural Network: Step by Step
- Week 4 - Deep Neural Network for Image Classification: Application
- Week 1 - Initialization
- Week 1 - Regularization
- Week 1 - Gradient Checking
- Week 2 - Optimization Methods
- Week 1 - Convolutional Model: step by step
- Week 1 - Convolutional Neural Networks: Application
- Week 2 - Residual Networks
- Week 3 - Car detection with YOLO for Autonomous Driving
- Week 3 - Image Segmentation Unet
- Week 4 - Face Recognition
- Week 4 - Art Generation with Neural Style Transfer
- Week 1 - Building a Recurrent Neural Network - Step by Step
- Week 1 - Dinosaur Land -- Character-level Language Modeling
- Week 1 - Jazz improvisation with LSTM
- Week 2 - Word Vector Representation and Debiasing
- Week 2 - Emojify!
- Week 3 - Neural Machine Translation with Attention
- Week 3 - Trigger Word Detection
- Week 4 - Transformer Network Application: Named-Entity Recognition
- Week 4 - Transformer Network Application: Question Answering