Deep Learning Specialization On Coursera

Instructor: Andrew Ng

Introduction

This repository contains all the assignments of the deep learning specialization coursers on coursera.

Programming Assignment

Course 1: Neural Network & Deep Learning

• Week 1: Logistic Regression with Neural Network
• Week 2: Planar Data Classification With One Hidden Layer
• Week 3: Building Your Deep Neural Network
• Week 4: Deep Neural Network Application

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

• Week 1: Initialization
• Week 2: Regularization
• Week 3: Gradient Checking
• Week 4: Optimization
• Week 5: TensorFlow Tutorial

Milestones

Finished the first two courses in Oct 2019.

The rest of the specialization courses coming soon ...