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Voltar para modelos de sequência

Comentários e feedback de alunos de modelos de sequência da instituição

27,839 classificações
3,328 avaliações

Sobre o curso

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....

Melhores avaliações


30 de jun de 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.


29 de out de 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.

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751 — 775 de 3,329 Avaliações para o modelos de sequência

por Bishnu P

1 de fev de 2021

The best course to start learning about RNN, LSTM, GRU and how they are used for supervised learning of different types of sequences..

por Paolo A

21 de abr de 2020

Very very demanding.


Top level team: Andrew inspiring approach and top tutors help fix complex concepts into mind

through practice.

por Brian

1 de fev de 2020

The course is well structured. The graphs used to explain the principle of different algorithms (such as LSTM GRU Glove) are intuitive.

por 李子轩

21 de jan de 2020

感谢吴恩达老师带来的课程,这门课不仅仅使我对深度学习更加感兴趣.还让我想到了很多能够用其完成的一些事情. 课程虽然结束了, 但是有关于深度学习的学习才刚刚开始, 最后再次感谢吴恩达老师, 以及提供这个平台的coursera课程,让我在中国可以听到来自全世界的课程,谢谢!

por Kiran R

29 de ago de 2019

Great course on sequence models covering a lot of applications in translation, speech recognition, music synthesis. Highly recommended.

por Daniel G

11 de dez de 2018

Auch der Letzte Kurs war sehr gut! Diese Spezialisierung hat sich sehr gelohnt. Der Stoff wurde gut erklärt und war sehr gut anwendbar.

por Sanchit

9 de mar de 2018

Thanks Dr. Andrew NG and team for putting together a fabulous series of courses. I am grateful for motivating me to use DL in practice!

por Alexander B

21 de abr de 2019

Quiet deep course for understanding the RNN's and their implementations. Sad I haven't found time to pass this course few months ago=)

por Bence K

24 de mar de 2019

Awesome course, Andrew Ng is a master at explaining everything in a very clear and concise way. Makes hard concepts easy! Thank you :)

por Divyanshu G

10 de mai de 2018

A very good course which helps of understand basics of sequence modelling and its various applications in Natural Language Processing.

por Shailendra T

4 de mar de 2018

Very well laid out with good coverage and good insights about what types/sizes of neural networks are prevalent in commercial systems.

por CAI X

24 de fev de 2018

Another good course offered by Coursera and Prof Andrew Ng. I recommend this course to those who want to dive into the AI trend today.

por Daniela E

20 de fev de 2018

Another awesome course from Prof. Ng! Enjoyed every single piece of it, presentations, quizzes and especially exercises. Many thanks!

por Reza M

15 de ago de 2021

T​his one is the most challenging in deep learning specialization, specially the codings. A perfect ending to amazing set of courses.


21 de jul de 2021


por Fabian A R G

20 de fev de 2019

Well organized, concepts are explained clearly. Fun assignments. I felt this one was the toughest, but that made it more interesting.

por Hari K M

26 de fev de 2018

Very good but comparatively difficult course in the specialization. Do take this course for sure if you want to make some cool stuff.

por Shubham D

3 de ago de 2020

It was an exceptional learning course.Thank you very much Andrew sir for sharing your knowledge to the world,you are amazing person.


2 de mai de 2020

It was really helpful and informative too. The assignments given were very interesting and helped a lot to understand the concepts .

por Yun-Chen L

15 de abr de 2020

It's good course. you can learn different technique skill and type the code by yourself. Start to learn something new in your life.

por Umberto S

20 de ago de 2019

Really interesting themes about the state of the art about the NNs and full of amazing programming exercise to put it into practice.

por Marco

26 de jun de 2019

I really really liked the content inside this course. I find NLP really interesting and as always, Andrew Ng, explains it very well.

por Atsunori T

18 de nov de 2018

It was good that I was able to understand the concept of the sequence model.I would like to learn further to acquire applied skills.

por Sarah W

12 de abr de 2018

Wonderful end to an excellent specialization. Thank you Ng! I learned so much, so excited to keep going with my learning journey. :)

por Jiayi H

23 de fev de 2018

wonderful course give the most up to date and hands on experience. I will highly recommend it. The program assignment is a true gem.