jihoonerd / Coursera_Deep_Learning_Specialization

Deep Learning Specialization

Overview

This repository contains every material and worked solution of Deep Learning Specialization from Coursera.

Contents

Course 1: Neural Networks and Deep Learning

Week 1	Lecture Notes
Week 2	Lecture Notes	Assignment 1	Assignment 2
Week 3	Lecture Notes	Assignment 1
Week 4	Lecture Notes	Assignment 1	Assignment 2

Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Week 1	Lecture Notes	Assignment 1	Assignment 2	Assignment 3
Week 2	Lecture Notes	Assignment 1
Week 3	Lecture Notes	Assignment 1

Course 3: Structuring Machine Learning Projects

Week 1	Lecture Notes
Week 2	Lecture Notes

Course 4: Convolutional Neural Networks

Week 1	Lecture Notes	Assignment 1	Assignment 2
Week 2	Lecture Notes	Assignment 1	Assignment 2
Week 3	Lecture Notes	Assignment 1
Week 4	Lecture Notes	Assignment 1	Assignment 2

Course 5: Sequence Models

Week 1	Lecture Notes	Assignment 1	Assignment 2	Assignment 3
Week 2	Lecture Notes	Assignment 1	Assignment 2
Week 3	Lecture Notes	Assignment 1	Assignment 2