[coursera Deep Learning] Course Overview

출처: coursera https://www.coursera.org/learn/neural-networks-deep-learning

About this course

1. Neural Networks and Deep Learning
2. Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
3. Structuring your Machine Learning project
4. Convolutional Neural Networks
5. Natural Language Processing: Building sequence models

1. Neural Networks and Deep Learning

Week 1: Introduction

Week 2: Basics of Neural Network programming

신경망 프로그래밍에 대한 기본
구조 : forward propagation & back propagation
신경망을 효과적으로 도입하는 방법

Week 3: One hidden layer Neural Networks

신경망 네트워크 프로그래밍의 프레임워크를 토대로 숨겨진 신경망을 코드화

Week 4: Deep Neural Networks

심층신경망과 신경망을 여러 층으로 만들어 정상적으로 작동시키기