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学生对 提供的 Sequence Models 的评价和反馈

18,029 个评分
1,955 个审阅


This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just two years ago, and this is enabling numerous exciting applications in speech recognition, music synthesis, chatbots, machine translation, natural language understanding, and many others. You will: - Understand how to build and train Recurrent Neural Networks (RNNs), and commonly-used variants such as GRUs and LSTMs. - Be able to apply sequence models to natural language problems, including text synthesis. - Be able to apply sequence models to audio applications, including speech recognition and music synthesis. This is the fifth and final course of the Deep Learning Specialization. is also partnering with the NVIDIA Deep Learning Institute (DLI) in Course 5, Sequence Models, to provide a programming assignment on Machine Translation with deep learning. You will have the opportunity to build a deep learning project with cutting-edge, industry-relevant content....



Jul 01, 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.


Oct 30, 2018

The lectures covers lots of SOTA deep learning algorithms and the lectures are well-designed and easy to understand. The programming assignment is really good to enhance the understanding of lectures.


226 - Sequence Models 的 250 个评论(共 1,934 个)

创建者 Lucifer Z

Apr 01, 2019


创建者 Reina S

Apr 01, 2019

I understood LSTM concepts well thanks to the course. But explanation for equation is quick. I wanted to know the more details.

创建者 BingliangLan

Apr 03, 2019

Thanks for taking me to the NLP

创建者 Anders A

Apr 04, 2019

The course is well thought and easy to follow. I regret not starting on this earlier in my quest to understand RNNs. It is the best source I found through shopping around. The courses is scheduled for three weeks, but is actually doable in an afternoon + a morning session if you have some python programming skills and enjoy 2x on your lectures. My one complaint is not with the course itself but the whole series. I mislike the subscription model for payments. I prefer a one time payment for life-time access.

创建者 Ondrej S

Apr 03, 2019

demanding, but very insightful course.

创建者 Karel N N

Apr 05, 2019

Excellent courses, and a great teacher! Best regards and thank you very much!

创建者 Haoqiu W

Apr 05, 2019

nice teacher

创建者 Frédéric M

Apr 04, 2019

Amazing course that uses current models such as attention!

创建者 David

Apr 05, 2019

I endorse anything offered by Andrew Ng

创建者 Shubham G

Apr 05, 2019

all course in this series is the best on its own like this also it has all knowledge we need to get going. thank you andrew sir and his team

创建者 SW J

Apr 06, 2019

Thank you for the excellent lecture.

Now I understand a little about machine learning.

Thank you.

创建者 Mirzodaler M

Apr 06, 2019

Great course with modern approach. Appreciate it!

创建者 Hao D

Apr 08, 2019

the most difficult course of this series, it takes me really a long time to finish it, but i think it worth!

创建者 Rajesh V

Apr 10, 2019

As usual, Andrew Ng made these concepts extremely accessible . A great learning experience !

创建者 Arthur C

Apr 09, 2019

Great explainer to many basic RNN models.

创建者 Pavel K

Feb 05, 2019

This course offers a great introduction to the models: RNN, GRU and LSTM.

In addition, it illustrates the power of "Word Embedding" and "Attention Model".

The programming assignments are interesting, provide deeper understanding of the models, and show how simple it is to implement these models in Keras.

创建者 Bruno G C

Feb 05, 2019


创建者 Narender P

Feb 17, 2019

With real time exercises more encouraging///

创建者 Justin K

Jan 24, 2019

Fantastic course as always by Andrew Ng

创建者 Prasenjit P

Feb 06, 2019


创建者 Akash G

Feb 06, 2019

hard to beat

创建者 Shi Y

Feb 19, 2019

Programming Assignments are awesome! I learnt a lot from these notebooks.

创建者 Aleko k

Feb 07, 2019

This course was the biggest experience for me. Excellent

创建者 Dipak K S

Feb 07, 2019

The course was challenging

创建者 朱荣鑫

Jan 25, 2019

Excellent as before.