Neural Networks and Deep learnin

Be able to explain the major trends driving the rise of deep learning, and understand where and how it is applied today.

能够解释驱动深度学习发展的主要趋势理解它能应用在哪儿，如何应用的

---

学习目标

• Understand the major trends driving the rise of deep learning.
• 理解推动深度学习发展的主要趋势
• Be able to explain how deep learning is applied to supervised learning.
• 解释深度学习如何应用到监督学习中
• Understand what are the major categories of models (such as CNNs and RNNs), and when they should be applied.
• 理解模型的主要分类（CNNs和RNNs），以及应用场合
• Be able to recognize the basics of when deep learning will (or will not) work well.
• 识别深度学习是否有效的基础

---

Welcome to the Deep Learning Specialization

• Welcome

Introduction to Deep Learning

• What is a neural network?
• 什么是神经网络？
• Supervised Learning with Neural Networks
• 神经网络的监督学习
• Why is Deep Learning taking off?
• 为什么深度学习发展了
• About this Course
• Frequently Asked Questions
• Course Resources
• How to use Discussion Forums

Practice questions

• Introduction to deep learning

Heros of Deep Learning (Optional)

• Geoffrey Hinton interview