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Neural Networks and Deep Learning,

41,801 个评分
8,379 个审阅


If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "superpower" that will let you build AI systems that just weren't possible a few years ago. In this course, you will learn the foundations of deep learning. When you finish this class, you will: - Understand the major technology trends driving Deep Learning - Be able to build, train and apply fully connected deep neural networks - Know how to implement efficient (vectorized) neural networks - Understand the key parameters in a neural network's architecture This course also teaches you how Deep Learning actually works, rather than presenting only a cursory or surface-level description. So after completing it, you will be able to apply deep learning to a your own applications. If you are looking for a job in AI, after this course you will also be able to answer basic interview questions. This is the first course of the Deep Learning Specialization....


创建者 JP

Feb 12, 2018

I would love some pointers to additional references for each video. Also, the instructor keeps saying that the math behind backprop is hard. What about an optional video with that? Otherwise, awesome!

创建者 ST

Jul 07, 2018

I think the course explains the underlying concepts well and even if you are already familiar with deep neural networks it's a great complementary course for any pieces you may have missed previously.


8,195 个审阅

创建者 Vlad Botez

Dec 19, 2018

Very comprehensive and intuitive. Great class!

创建者 Samuel Macharia Kang'iri

Dec 19, 2018

The course videos are perfect. If you listen keenly as you take notes, you understand everything clearly without wasting time.

However, in the course coding tasks, which are very important, the instructor leaves you alone with the python notebook! You are expected to read through and understand everything clearly or go for forum discussion or even do some external search. While I think this struggle is partially important, I believe I would have taken much less time to understand if the coding parts were explained as good as the video lectures, all within the course content.

Anyway, I like this course!


Dec 19, 2018

There are some problems with the grader in some parts of the grading assignments for each week.

Otherwise the course is great and the way prof. Andrew Ng teaches makes it easier for us to grab the concepts behind Deep learning and Neural Networks .

创建者 Yerri Swamy

Dec 19, 2018

The best and simplest neural network course i have come across. Andrew Ng makes the mathematical concepts subtle and understandle. Neural network for me is no longer a black box.

Thank you Andrew Ng

创建者 Erick Almaraz

Dec 19, 2018

Very friendly introduction to neural networks. Videos provide all the elements required to accomplish the assignments.

创建者 Yian Xu

Dec 19, 2018

This is a great course to give you the fundamental knowledge to deep learning. The projects are well designed to give you intuitive of all the concepts you learned in the course.


Dec 19, 2018



Dec 19, 2018


It is good to learn base theory

创建者 David Tian

Dec 19, 2018

Andrew Ng always make difficult concepts easy to grasp. The coding exercises really helped solidify the concepts to programs that actually work.

创建者 Praveen Kumar

Dec 19, 2018

This is the best course of Machine Learning and Deep Learning course for the beginner. I am in love with the teaching style of the instructor Andrew Ng. Kudos to the Coursera Team for making a such a platform to provide the world class teaching accessible.