deeplearning.ai assignments

The repository contains all assignments of the Deep Learning Specialization offered by deeplearning.ai course in Coursera.

Neural Networks and Deep Learning

Week 2: Cat Classifier using Logistic Regression

Week 3: Planar Data Classifier using Neural Network with one hidden layer

Week 4: Buiding a Deep Neural Network using Numpy

Week 4: Image Classification using Deep Neural Network

Improving Deep Neural Networks, Hyperparameter Tuning, Regularization and Optimization

Week 5: Weight Initialization Techniques

Week 6: Regularizaton and Dropout in Neural Networks

Week 7: Hand Sign Recognition using TensorFlow

Convolutional Neural Networks

Week 8: Convolutional Model

Week 9: Residual Networks

Week 10: Autonomous Car Driving Model

Week 11: Neural Style Transfer

Week 11: Face Recognition