W1 – Introduction to Deep Learning第1周——深度学习简介
Analyze the major trends driving the rise of deep learning, and give examples of where and how it is applied today.
Learning Objectives
- Discuss the major trends driving the rise of deep learning.
- Explain how deep learning is applied to supervised learning
- List the major categories of models (CNNs, RNNs, etc.), and when they should be applied
- Assess appropriate use cases for deep learning
分析推动深度学习崛起的主要趋势,并举例说明它今天在何处以及如何应用。
学习目标
• 讨论推动深度学习崛起的主要趋势。
• 解释深度学习是如何应用于监督学习的。
• 列出主要模型类别(CNNs、RNNs等),并说明何时应使用它们。