Chevron Left
返回到 Neural Networks and Deep Learning

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

KX

Dec 6, 2017

Andrew explained the concepts very well and contextualized in just the right kind of real world examples, with none of the fluff that's surrounding deep learning these days. Incredibly good teaching.

RG

Sep 6, 2020

I have learned a lot from this detailed and well-structured course. Programing assignments were very sophisticatedly designed. It was challenging, fun, and most importantly it delivered what is aimed.

筛选依据:

2776 - Neural Networks and Deep Learning 的 2800 个评论(共 10,000 个)

创建者 John T C

May 9, 2018

The contents have sufficient technical details to allow a better appreciation of the capabilities of neural networks. Very helpful tips and pointers by professor Ng throughout. The Lab projects s are awesome and sufficiently challenging.

创建者 Manikandan V

Jan 20, 2018

The course was extraordinarily articulate and quite charming! It enabled me to understand the intricacies of Deep Learning and helped me to take a deeper look into it on my own and even take it up as a career

Kudos to Dr. Andy Ng and Team

创建者 Halley W

Jan 2, 2018

Despite coming into this course with a basic understanding of deep learning and neural networks I learned a lot from this introductory course. The information is presented in such a unique way that most anyone will pick up something new.

创建者 Muhammad A

Aug 16, 2017

Superb explanations. Until now I was observing the neural network revolution from distance, this course finally gave me the courage to step up and deep dive into the workings of this fascinating innovation. Thank you Andrew and the team.

创建者 James A

Aug 10, 2017

Thank you for a truly inspiring and practical course. Courses like these will bridge the gap between the growing strain on educational institutions to provide practical, up-to-date training, and the growing demand for lifelong learning.

创建者 MC

Jul 3, 2022

Absolute fantastic, great video, explaination and examples are well thought out. The quiz and the assignment are meant to solidify core concept meant for practical use. It truely feels like an education course equaivalent to IRL degree.

创建者 Natasha G

May 14, 2022

It was a great course, very interesting and detailed. The only issue I have with it was probably my own fault, I need to spend more time practicing each week to let the concepts properly sink in (more practice examples would be nice)

创建者 S. A

Sep 28, 2021

I come to this course after completing the 11 week ML course of Stanford. I found the current course and improvement and a consolidation of the learning in the earlier course. Look forward to the remaining modules in the specialisation

创建者 Xie P

Sep 12, 2021

This is one of the best Coursera courses I've ever had, it does not require high level of programming skills, and it also explains the very details and mathematics behind the neural network, yet it is very lightweight for 'math phobics'

创建者 Deleted A

Apr 15, 2021

The course provides a complete overview of logistic regression and neural networks. The video and exercises cover all the details required to understand the concepts.

suggestion: the video's can be edited to update the minor corrections.

创建者 Sairengpuia S

Sep 2, 2020

The explanations by the instructions were nice. They are easy to understand. The programming assignments were great. I have also improved my programming skills. I am now looking forward to the next course. Thank you to the instructions.

创建者 Arnav M

Jun 27, 2020

This course covers the basics of Neural Network in detail. The content delivery by Andrew is exceptional. I would recommend this course to people who are looking to make their career in AI and are afraid of the term Deep Neural Network.

创建者 Tejeswini J

May 21, 2020

the basic concepts involved in logistic regression, forward propagation, back propagation and all the other concepts involved has been explained so that anyone with just the interest to learn can learn. A very thoroughly thought course.

创建者 Aditya R

May 16, 2020

The course is pretty straight forwards and successfully fulfills it's purpose by providing everything needed to know about deep network. Course tutorials are well organized and programming assignment instruction and are clearly written.

创建者 Aftiss A

Apr 28, 2020

This course was amazing to start deep learning, concepts were explained well the inuitions and mathematics behind them and the implementations of a neural network from scratch was helpful and allowed us to understand the concepts well.

创建者 berkay a

Apr 16, 2020

The programming exercises were super helpful in filling the gaps from the videos. I liked how the course was prepared to really teach the important features of neural networks regardless of their level of difficulty. No vanilla content.

创建者 Juan-Pablo P

Mar 31, 2020

It is a great course to learn the mathematical background and matrix implementation of artificial neural networks. Python vectorization of FOR loops is a great advantage to train on large data sets or large architecture neural networks.

创建者 Timohty Q

Jul 23, 2019

The best course I have ever taken! Thanks Andrew!

At the end of this course I can build a neural network from scratch! This month of work worth so much.

I also like the interviews of heros of deep learning so much. They are so inspiring!

创建者 Sebastian R G

Jan 6, 2019

Este curso supero mis expectativas en todos los ámbitos. El contenido teórico está explicado de manera que cualquier persona pueda comprenderlo y además se complementa muy bien con los ejercicios de programación al final de cada semana.

创建者 Waleed A

Sep 6, 2017

As a new learner of this discipline, I can say that it was a fairly easy to follow and enriching course for me. The concepts were delivered in a manner that was comprehensible, without compromising on the complexity of topics discussed.

创建者 Jming Z

May 29, 2022

The course give an simply instruction of deep learning and neural networks, though the knowledge is a little simple and the math of the lesson is not very strict, you will still learn a lot from the well-design homework and the speech!

创建者 Kim v D

Mar 11, 2021

I'm a computational life sciences student and used this course to prepare me for the AI modules I have. The course was very helpful and was fun to watch. Andrew Ng is an excellent teacher, I which there would be more teachers than him.

创建者 Ben G

Feb 16, 2021

The material is relevant and well-explained. I have already taken the course "Machine Learning" and there is quite a lot of overlap between that course and this one, but this course definitely improved my proficiency and understanding.

创建者 Cody

Sep 8, 2020

Great content. I really appreciate how Dr. Ng discusses both the Linear Algebra and Calculus foundations. I found the content at a perfect level and it seems like a great foundation for continued learning.

Thanks for the great class!

创建者 Shubham S

Sep 7, 2020

Was a fun experience tbh, the maths needs some note-taking, but is still simple to understand. The nitty gritty details of a NN starting from a very basic Logistic Regression was an amazing learning process. The instructor is nice too.