In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning.
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課程信息
學生職業成果
11%
14%
- Intermediate Python skills: basic programming, understanding of for loops, if/else statements, data structures
- A basic grasp of linear algebra & ML
您將獲得的技能
- Deep Learning
- Artificial Neural Network
- Backpropagation
- Python Programming
- Neural Network Architecture
學生職業成果
11%
14%
- Intermediate Python skills: basic programming, understanding of for loops, if/else statements, data structures
- A basic grasp of linear algebra & ML
提供方

deeplearning.ai
DeepLearning.AI is an education technology company that develops a global community of AI talent.
授課大綱 - 您將從這門課程中學到什麼
Introduction to Deep Learning
Analyze the major trends driving the rise of deep learning, and give examples of where and how it is applied today.
Neural Networks Basics
Set up a machine learning problem with a neural network mindset and use vectorization to speed up your models.
Shallow Neural Networks
Build a neural network with one hidden layer, using forward propagation and backpropagation.
Deep Neural Networks
Analyze the key computations underlying deep learning, then use them to build and train deep neural networks for computer vision tasks.
審閱
- 5 stars89.68%
- 4 stars9.25%
- 3 stars0.81%
- 2 stars0.11%
- 1 star0.12%
來自神经网络与深度学习的熱門評論
It's really quite an amazing course where we get to learn the mathematics behind the Neural Networks. It is great to learn such core basics which will help us further in developing our own algorithms.
Amazing course, the lecturer breaks makes it very simple and quizzes, assignments were very helpful to ensure your understanding of the content. Hope for future learners you provide code model-answers
This is a very good course for people who want to get started with neural networks. Andrew did a great job explaining the math behind the scenes. Assignments are well-designed too. Highly recommended.
I have learned a lot of thing in deep learning such as neural network , deep neural network , forward propagation , backward propagation , broadcasting and vectorization.This is very important for me.
關於 深度学习 專項課程
The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology.

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