huuuuusy/Coursera-Deep-Learning

Coursera-Deep-Learning

Instructor: Andrew Ng

Introduction

This repo contains all my work for this course in Coursera, which include my codes about assignments and the notes that I organized durning the course. And I will upload my work continuely.

Course 1-Neural Networks and Deep Learning

Assignments

• Week 1-Introduction to deep learning: There is no programming assignment in this week.

• Week 2-Neural Networks Basics

• Week 3-Shallow neural networks

• Week 4-Deep Neural Networks

Notes

• Week 1-Introduction to deep learning: There is no notes in this week.

• Week 2-Neural Networks Basics

• Week 3-Shallow neural networks

• Week 4-Deep Neural Networks

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

Assignments

• Week 1-Practical aspects of Deep Learning

• Week 2-Optimization algorithms

• Week 3-Deep Neural Networks

Notes

• Week 1-Practical aspects of Deep Learning

• Week 2-Optimization algorithms

• Week 3-Deep Neural Networks

Course 3-Structuring Machine Learning Projects

Assignments

• Week 1-Bird recognition in the city of Peacetopia (case study)

• Week 2-Autonomous driving (case study)

Notes

• Week 1&2-ML Strategy