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学生对 deeplearning.ai 提供的 序列模型 的评价和反馈

4.8
27,384 个评分
3,272 条评论

课程概述

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. By the end, you will be able to build and train Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering. 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. It provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career....

热门审阅

AM
Jun 30, 2019

The course is very good and has taught me the all the important concepts required to build a sequence model. The assignments are also very neatly and precisely designed for the real world application.

WK
Mar 13, 2018

I was really happy because I could learn deep learning from Andrew Ng.\n\nThe lectures were fantastic and amazing.\n\nI was able to catch really important concepts of sequence models.\n\nThanks a lot!

筛选依据:

301 - 序列模型 的 325 个评论(共 3,271 个)

创建者 Jonathan E

Jun 26, 2019

As usual, an amazing course by Professor Andrew Ng. The course manages to convey the most important elements of such a critical field, teaching from papers which were published only a couple of years ago. For anyone who wants to work in AI/ML, this is a must-do.

创建者 Tín N

Aug 21, 2019

This course helps me understand more about RNN and its variations, especially I learnt about the basic of Attention mechanism. What I enjoy the most in this course is its assignments, these are very practical and easy to understand. Thank you for reading these.

创建者 WALEED E

Mar 20, 2019

This course was quite amazing in understanding with top papers discussed how machine translation and word trigger detection is carried using RNN. Code assignment was the best to show detailed steps of building RNN with a lot of hints to keep you moving forward

创建者 SHENGCHAO Z

Jun 21, 2018

Great Course! Thanks for Dr. Andrew Ng's and mentors' efforts for making this course excellent! However, as deep learning - AI quickly marches, I think more and more courses from Dr. Ng's group will be expected by all of us! Hope to see your new courses again!

创建者 Sathiraju E

Sep 17, 2019

In my opinion, this was the toughest course of this entire specialization. It was like a lot of detail squeezed into a few videos. I had to rewatch a lot of times to actually grasp the concepts. But thank you, Andrew and team, for your motivation and efforts.

创建者 Julia H

May 3, 2021

Gracias a Andrew y a todo el equipo de apoyo!! El curso es muy bueno!

Espero empezar pronto a aplicar estos conocimientos en la solución de problemas de nuestras comunidades y en mejorar las herramientas educativas de la Fundación MINCI con la que trabajo.

创建者 Jasper v H

Apr 7, 2020

Good introduction to sequence models. Would be nice that the exercises weren't as guided, since it would be better to implement most things yourself rather than use so many predefined functions. However, I understand the necessary trade-off in terms of time.

创建者 Shaelander C

Apr 11, 2020

One of the best Professors I ever came across. This Course is Precise and Clear. I am writing this today and will view is again when I achieve success in my life " This Specialization is the stepping stone towards my future "

Thank you, Professor Andrew Ng,

创建者 AMRICHE A A E

May 16, 2019

The course is another great addition to the specialization. Very well designed and delivered. A big thank you to the Professor Andrew Ng and his team as well as Coursera. It was a great experience and I am very pleased that I took the entire specialization.

创建者 Manik S

Jun 17, 2018

A tough one. The notebook was very slow and and unstable.I like the original ML course's way of guiding us more. The suggestions on what should be done on every line make me lazy and I often don't focus hard enough on the intuition and math behind the code.

创建者 Fernando H F

Jan 20, 2019

Great course! Andrew is great in explaining complex definitions with simple and understandable explanations. The course goes deep in multiple applications of Sequence Model for Time Series Data, and the programming exercises are challenging and rewarding.

创建者 Raghunandan S

Oct 29, 2018

The course detailed, informative and elaborate. The programming exercises are using libraries Tensorflow and Keras. A familiarity of these libraries is very helpful. It would be great if an introduction to the fundamentals was a part of the course itself.

创建者 Quentin M

Aug 1, 2021

As always Prof Ng explains complicated ideas in a very easy to understand step-by-step breakdown. Really an excellent course with some fascinating application examples you'll want to spent some time playing with yourself long after the course is finished.

创建者 Jay P

May 31, 2020

This was one of the most interesting and well taught courses here. After this course, I was able to understand research papers in this area which were previously quite difficult and alien to me. I was also able to implement the models in them successfully

创建者 Zhi L

Mar 17, 2020

Learned a lot of new skills and faced really great challenge especially when using different framework, troubleshooting make me feel headache. But learning new framework is also exciting. Still have a long way to go. Thank you so much Andrew and the team!

创建者 Maciej M

Aug 4, 2019

Brilliant, the best introduction to sequence models I could hope for. Because the material goes through multiple levels of complexity, I revisit it on a regular basis, even after finishing the course, and every time I am able to gain additional knowledge.

创建者 Brian L

Nov 25, 2018

This was an awesome sequence. I wanted to understand Deep Learning and the techniques and ideas that had advanced the state of the art beyond ordinary neural nets. I was particularly interested in Sequence Models which are of interest in my line of work.

创建者 Andres G

Mar 1, 2020

Great course! It teaches the necessary to implement deep neural networks problems and give you practical advice. You can go deeper as you want in the material of this course, the programming assignments can be extended by going into the optional content.

创建者 Gil E B

Aug 15, 2019

So much gray area about sequence model was covered here! Broad topics covered with practical exercises make this course a must-have when dealing with sequence-related problems in deeplearning.

Thank you Andrew Ng and to the team for this wonderful course!

创建者 Trình P K

Oct 10, 2021

Thanks to DeepLearning.AI, I now have good grasp of Sequence Models and their techniques. I really hope that DeepLearning.AI team will create more amazing and helpful courses like this in the future. Best wishes to all of the members of DeepLearning.AI!

创建者 Ajita D

Jul 11, 2018

A very enjoyable course.Every concept is explained is very intuitive way by Andrew Ng.Thanks to all the organizers for such a wonderful course.All new concepts are also discussed.Anyone who wants to learn about AI ,should definitely opt for this course.

创建者 Athul R

May 31, 2018

This course is Very structured, concise and organised. I really enjoyed this course especially the Attention Mechanism in the Neural Machine Translation. Also the the trigger word assignment was both enjoyable and insightful. Thank you so much Andrew Ng

创建者 Sandeep K M

May 30, 2018

I was happy to learn about the Speech processing and more importantly when the system recognizes the "Activate" word. The way professor Andrew explains difficult topics is really appreciable. Thanks a ton for making the complex subject so easy to learn.

创建者 ANGIRA S

Mar 31, 2018

Having done the previous courses or not, this course will teach a whole lot about the past, present and future of NLP. At the end, as Prof. Andrew Ng has said, one can feel proud about how easily a topic can be explained with the help of just one slide.

创建者 Shivam M

May 8, 2020

This was the last course of specialization and it was a great journey. Thank you Sir Andrew NG for making such a wonderful course. Thank you coursera for giving us a great platform. Talking about course, it was a great course to learn NLP from scratch.