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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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2051 - Neural Networks and Deep Learning 的 2075 个评论(共 10,000 个)

创建者 Simon R

Dec 15, 2018

Great explanation of fundamentals with some good exercises. Side-effects include refreshers on linear algebra and tools like numpy. I like the clarity of this course, for example, the separation of the linear from non-linear parts of a neural network layer and why that matters.

创建者 Ezhilan N

Sep 10, 2018

Needed a grounding in deep learning and this course helped me with that. Well streamlined with all the necessary data/code to perform the coding exercises and have them graded fast. My comfort level to be able to apply this to solving real business needs have improved greatly!!

创建者 Sudesh A

Jun 28, 2018

I really liked some of the intuitions provided by the instructor, especially the intuition behind the several layers in NN in context of images, and audios.There are quite a few typos and errors, and they need to be corrected, especially the ones in the programming assignments.

创建者 Sandy

Jan 31, 2018

The course is really good. But the videos are grouped to one complete module followed by complete implementation which becomes a zone out. After each lesson is complete we can also take up each implementation(cells in the notebook). This could be good for better understanding

创建者 Mahdiyar R

Aug 5, 2023

I have taken other courses about neural networks and they were using a built-in module to implement neural networks but in this course, we build a neural network from scratch and now I have deep and better understand what actually happen inside the black box of neural network.

创建者 Tanveer S

Jul 11, 2021

Amazing course, I found the mathematics behind neural networks very interesting. I also wanna give major appreciation to the use of notation and symbols in the course, it was perfect and not unnecessarily complicated, unlike other courses and textbooks I've seen on the market!

创建者 Shekhar S N

May 12, 2021

Very good course, teaches the fundamentals of deep neural networks very well and particularly the importance of vectorization is also stressed well in this course. The programming assignments give us a good feel on how to implement deep learning by giving interesting examples.

创建者 Akash M

Jun 14, 2020

This Course provided me with an excellent base to venture into the world of Deep Learning. It helped me grasp critical concepts which would enable me to start working with Deep Learning on my own. Now i can safely move forward with the remaining courses in this specialization.

创建者 Daniel M

Apr 11, 2020

This course explains the basics under Deep Learning, it is not as other courses that goes directly into applications using it as a black box. It is part of a specialization on which you will also learn how to go to applications, but with the knowledge about what you are doing.

创建者 Saurabh B

Nov 27, 2019

Helps you clearly understand the fundamentals of neural network and deep learning, Andrew NG is amazing at explaining complex topic in an easy to understand language and he also tells you tips and tricks to work more efficiently. Great starter course to get into deep learning.

创建者 Shilin G

Jul 21, 2019

Amazing course! I took machine learning course first (which is also amazing!) and then started this one. They are both good for beginners, some of their content overlaps, this one can be well stand-alone - don't worry about it if you have not taken the machine learning course.

创建者 Jeremy T

Jul 16, 2019

Great introduction into Neural Networks and Deep Learning. Andrew does a good job with explaining the concepts and the simple programming assignments reinforce the learning. You won't come out a wizard in NN/DL, but it's a great start to continue to motivate future learning.

创建者 Tanmay V

Jun 27, 2019

Excellent Course, the mathematical details provided in the course helps in understanding the working of Algorithms to the fullest. Although, it would be very helpful if some detailed textual content can be made available for each chapter to take the understanding even further.

创建者 Debashish N

Jun 7, 2019

It is a Comprehensive course on Deep learning and undoubtedly the best in courser, providing every detail on how to work and make your model, still I would recommend to follow Stanford Machine Learning Andrew Ng course once to lay a rock solid concept before starting off here.

创建者 Zhong C

Sep 16, 2018

I have learned a lot from Andrew Ng in this course and the teaching and exercises' style is consistent with that of the Machine Learning taught by Andrew Ng. Generally speaking, the python programming style is very pretty and I will follow this style to program in the future.

创建者 Nuno A

Jul 17, 2018

I have been in touch with machine learning and computer vision since my MsC degree on a ivy-league faculty.

I think this is a very nice and smooth way to learn, even after a 9-to-19h full-time work day. So, thank you very much for making this course so well prepared, so smooth.

创建者 HeChen

Apr 14, 2018

Thank you Andrew Ng, you are my best teacher who I have seen. The programmer exercise part are designed so wonderful and I have a deep understanding to Neural Networks and Deep Learning with it. I am going to finish the rest courses and finally I want to say, "I love Coursera"

创建者 Abhishek G

Jan 15, 2018

Professor Andrew makes the difficult subject easy to grasp. Simultaneous implementation of the techniques taught allows for better clarity of concepts. Also, the segment where heroes of Deep Learning share their journey and ideas is inspirational. A very well designed course.

创建者 Sulabh S

Dec 26, 2017

Thoroughly enjoyed taking this course! Professor Ng is one of the best teachers I have encountered. The videos lectures are an easy watch. Assignments are designed to really solidify the concepts. A little bit of calculus knowledge will definitely help but not really required.

创建者 Lance A P V

Apr 30, 2025

This course has been a such a good fundamental learning experience. Andrew Ng's way of instructing was very intellectual and easy to follow. All of my learnings in this course makes me feel confident in my journey of becoming an AI engineer. 10/10 would recommend to others 💯

创建者 Hongyi W

Nov 12, 2023

This course is exceptionally well-designed, making a seemingly challenging subject easy to understand. Andrew Ng's detailed explanations and the step-by-step guidance in the coding assignments make deep learning accessible even to individuals without a strong math background.

创建者 Abhilash o

Oct 29, 2022

Excellent introductory course with Python as programming language. If you are beginner at ML and looking for headstart this course is for you. Andrew Ng leaves no stones unturned un explaining the basics, plus he makes things lot more intuitive without involving much Maths:)

创建者 Chiho A

Nov 3, 2020

Very nice Deep Learning introduction course by Prof Ng. He explains concept like forward propagation, activation function, derivatives and matrices in a layman way and actually motivate me to do more further reading on matrix calculus and various forms of activation function.

创建者 Balaji C

Aug 31, 2020

The best course to follow up after ML from Deeplearning.ai. Dive-in deep to understand how back-propagation, hidden -layers and the activation functions are developed and used. Design and develop multi-layered Neural networks with greater understanding. Thoroughly enjoyed it.

创建者 Jasmeet S B

Aug 27, 2020

I have to say this is the Best Course u can get if you want to Enter the World of Deep learning

with to the point Explanation of the relevant topics and the hands on Exercise Bridges the gap between the Theoretical and Practical approach of this domain. cheers to Knowledge.