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学生对 DeepLearning.AI 提供的 Neural Networks and Deep Learning 的评价和反馈

4.9
123,565 个评分

课程概述

In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning. By the end, you will be familiar with the significant technological trends driving the rise of deep learning; build, train, and apply fully connected deep neural networks; implement efficient (vectorized) neural networks; identify key parameters in a neural network’s architecture; and apply deep learning to your own applications. The Deep Learning Specialization is our 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. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

热门审阅

YM

Dec 18, 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

MG

Jul 28, 2020

Pretty well organized with really helpful examples and assignment especially. Definitely made the basis for deep learning algorithms. Looking forward to the next modules and dive deep in this domain.

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2351 - Neural Networks and Deep Learning 的 2375 个评论(共 10,000 个)

创建者 Pankaj K J

Oct 27, 2017

I just watched the videos and I must thank Dr. Ng for the great work. This course is must watch for people who are or intend to use deep learning to solve data science problem to understand the logic of deep learnings. Looking forward to next course in series

创建者 Hamza A

Jul 3, 2023

I loved this course. The lectures helped me understand the mathematical logic behind neural networks models. I'm extremely grateful I got to take this course. This course is most helpful for understanding to form better mental models with vectors especially.

创建者 Ujjwal K

Jan 27, 2022

This is really an amazing introduction course to Neural Networks and Deep Learning. Vectorization approach has been discussed pretty systematically, thereby making it very easy to understand. The coding exercises helps learn the concepts discussed very well.

创建者 Vishal G r

Aug 30, 2021

It's an amazing course, the concepts are explained in a very lucid manner and I was hooked to the content from the first day itself. The material presented was really easy to understand and the entire course was driven by hands on coding the neural networks.

创建者 Yash K P

Apr 17, 2021

Probably the best course for deep learning and I can definitely say that I have better intuitions now about the working of neural networks. Andrew Ng is the best teacher, Huge Respect. Thank you coursera for enhancing my knowledge with these type of courses.

创建者 Ram N T

Feb 22, 2021

This course is tremendously awesome. There's a lot to learn about the Neural network and deep learning. This course also improves my general understanding of mathematics regarding differentiation and vectorization, which I never thought gonna use in my life.

创建者 erfan m

Feb 1, 2021

well i have studied about neural networks before but in this course i have learned how does it actually works and how to implement it without using sickit learn library. it was a really good and enjoyable experience and I am really happy to participate in it

创建者 Oscar H R A

Nov 24, 2020

This is a unique and exceptional course. It has guided me step by step, from understanding the very basics up to build a deep Neuronal Network. It is remarkable, totally worth doing it. I 100% recommend people interested in this field to take up this course!

创建者 Okta F S

Jul 10, 2020

This is very good course. By taking this course, I can get the fundamental concept of building deep learning model. The most interesting part of this course is where you can learn the concept from mathematical aspect and start to code it using vectorization.

创建者 Peyman A

Feb 28, 2020

The concepts and cases in teaching are very good and they're taught very well but I think if programming assignments are not wrote before and student complete it, it's better. I think if all of the concepts will be done by student, it will have better result

创建者 Luigi B

Feb 16, 2020

Very well organised, this course is an excellent learning opportunity, with very clear explanations and a step-by-step approach whch guides you though the actual implementations of algorithms. I also very much enjoiyed the interviews with experts. Great job!

创建者 Mikhail F

Sep 25, 2019

Quite enjoyed it. Would appreciated more difficult programming assignment because the current one could be easily solved simply by following the function signatures, thus depriving you of the necessity to re-read the material and thus solidify one's learning

创建者 JJ H

Jul 19, 2019

This course was amazing for teaching the fundamental math (which is mainly linear algebra and calculus) behind the functionality of neural networks. The math and symbols are a bit complicated at first, but you get accustomed to them as the course progresses.

创建者 joangenis V A

Mar 22, 2019

Perfect mix of theory videos and practice programming. Perfect for all levels. It has helped me a lot to understand the nature of Neural Networks and Deep learning from both a mathematical and programatical perspective, getting the maximum insight out of it.

创建者 Stan Y

Jan 25, 2019

Great explanations with updated content compared to the earlier Machine Learning course. New programming assignments are wonderfully clear and lead you through building a working Deep Learning image classifier with very little struggle. Highly recommended.

创建者 Amit P

Dec 31, 2018

After finishing the Machine Learning Course by Andrew Ng, I just had to do this 5-course specialization and it didnt disappoint. In depth explanation of the 'intuitions/ concepts' to make sure you understand what is going on and why it works the way it does.

创建者 Rahuldeb D

Jul 3, 2018

It is really an excellent course. I am fully satisfied with the content of the course and the style of teaching. I loved the in depth mathematical explanation of the neural network. I think I would have missed a great learning if I did not chose this course.

创建者 William K

May 15, 2018

This was just a fabulous course! The lecture videos and python notebooks were very comprehensive and structured in such a way to really promote learning the underlying fundamentals of neural networks. Outstanding content and organization. Highly recommended.

创建者 Alisa K

Jan 18, 2018

Thank you for this course. I ever studied Neural network, but I knew only concept. I always want to know how to create NN for long time ago. Now I understand how to use it in Supervised DLP. I hope that next course will teach me about unsupervised DLP too!!!

创建者 Jie Z

Oct 23, 2017

Very good course! Andrew has the magic to convey complex ideas in a straightforward and easily understandable way. Also smooth learning the courser provided. Homework is great, although I would argue that it could be more challenge and thus more interesting.

创建者 vishwanathan r

Oct 21, 2017

Great Course for ML Practitioners. My mentor Andrew NG was the catalyst for my career in ML when the first course was released in coursera a few years back. This course helped me in understanding the concept behind Deep Learning. Absolutely loved the course.

创建者 Xuehai C

Oct 7, 2017

It's a great course! Instructions, tips and other details are helpful to understand principles and methods of deep learning. I believe it took a amount of time of Prof.Andrew to set up such a online course. Thanks a lot for providing such a excellent course!

创建者 Sean F

Oct 6, 2017

Prof. Ng has a real talent at breaking down complicated concepts into easy-to-understand parts. The homeworks are not trivial but are easy enough for someone with little python or machine learning experience to work through with a bit of effort. Very useful.

创建者 Zheng A

Aug 25, 2017

The entire course is very well structured. There are clear goals for each lesson and also easy-to-follow instructions that are needed to achieve those goals. It has made me much more confident in learning machine learning as somebody who is not good at math.

创建者 Petr B

Aug 12, 2017

Much better paced than Andrew Ng's previous Machine Learning course, this course explains step by step how to implement a simple deep neural network in Python. The Jupyter Notebooks are very well structured and explain what is going on every step of the way.