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Comentários e feedback de alunos de Sequence Models da instituição deeplearning.ai

4.8
estrelas
24,632 classificações
2,874 avaliações

Sobre o curso

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. deeplearning.ai 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....

Melhores avaliações

WK

Mar 14, 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!

AM

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.

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376 — 400 de 2,853 Avaliações para o Sequence Models

por Javier H E T

Jun 13, 2020

Great course. Very challengint for me, but thanks to the clear explanations provided i could finish it and have surprises when I found that many of my thinking on the matter was right!

I'm so grateful. Thank you!!!

por Wang H

Mar 11, 2018

In my opinion this 5th course on sequence model is the most interesting (and the hardest) course in this specialization; not only the content but the programming practices are well built.

It's my favorite course :)

por Zachary M

Feb 19, 2018

Thanks for taking the time to put this together! It was very helpful, and I've gone from total ML newbie to confidently creating my own useful models and applications. I recommend this course on a regular basis.

por Harshavardhan S

Feb 10, 2018

A Brilliant Course!!! I got to learn a lot very efficiently about Recurrent Neural Networks!!! Thank you so much deeplearning.ai!!!

I learnt a lot through the programming assignments!! Beautifully created course!!!

por Ananya R

Jan 27, 2019

Great Course, just like the rest in the specialisation! Really like the method of teaching!! Some sections of the assignment were coded before hand but would have been nice to be able to code them as well. Thanks

por Aby P

Jul 26, 2020

This is how a course needs to design, hats off guys a proper mathematical explanation for intuition. Andrew ng he has special quality how to draw students if topics are too hard that's what a good teacher needs.

por Anjali M

Jul 21, 2020

Dr. Andrew is the best instructor! The course not just covers the conceptual understanding but also connects you to everything that has happened/ is happening in the particular field, and the "Heroes" of course!

por Kevin R

Mar 28, 2020

Overall the course was quite satisfactory and exhaustive learning. The explanation of professor Andrew Ng was very simple and understandable. I loved learning the course and completed it way before the due date.

por Omar R

Aug 12, 2019

Excellent course both in terms of content and the tools provided! Of course, you've got to put the effort to understand what's going on and pull together the bigger picture, especially in the weekly assignments.

por Marcin G

Feb 01, 2018

Amazing course. Andrew Ng has exceptional talent to explain complicated concepts. I have heard about RNNs in other courses but this is the first course, that actually made me understand them. Highly recommended.

por Mehregan K

Dec 15, 2019

This is just the beginning. you will have a flashlight, a rope, and some other necessary stuff. you might need to build necessary stuff and keep hiking. Enjoy learning basics of hiking from best hiker (prof NG)

por Adam P

May 22, 2020

Everything from the basic concepts such as GRUs and LSTMs to audio and language applications explained perfectly and simply in such a way that even a high school student like me could understand it. Thank you!

por aminedirhoussi

Apr 02, 2020

This is is a very good cutting edge course. I would like to have less ' help' in the programming assignments or replicate the CNN course by implementing research paper algorithms. ALL in ALL great great course

por Govind S

Jun 26, 2020

This series is a gem. Although, I have build some Deep Learning Models, this course provided me an in-depth knowledge of 'What, How and Why'. It enhanced my theoretical underpinnings of learning astoundingly.

por Abdelkader B

Jun 03, 2020

this course is an excellent introduction in Sequence models and RNN, it helped me a lot as all the course in the specialisation.

thank you Andrew and all the stuff that contribute to the success of this course

por Zhanlue Z

Apr 18, 2018

The programming assignments are well designed and very practical. Finishing them is the best way to learn the techniques. This is the best class and recommend it to anyone who wants to learn sequence models.

por 曹杰

Apr 25, 2020

Great course. Although it is a little hard to grasp what RNN is doing from the beginning. It would be helpful if there's a simple demonstration what each step of RNN is doing at the beginning of the course.

por Yi X C

Dec 01, 2018

Amazing course. Amazing explanation of how Sequence Models work in a very intuitive and practical way. Amazing code examples - learnt a lot. Oh just one note though -- Durian is from Malaysia not Singapore!

por Davide C

Apr 03, 2018

I have to admit that this, together with the 4th course, was the most difficult one. However, I definitely learnt a lot from this course. Thank you very much to Prof. Andrew Ng and his assistant professors.

por Eyad E

Feb 22, 2018

Excellent course, just like all other courses of this specialisation. I highly recommend the whole specialisation for any one serious about DL. Thanks Prof Ng and thanks for his team for such great efforts.

por YeLwinOo

Sep 27, 2020

I have just finished the whole Deep Learning Specialization. Andrew Ng is an awesome teacher. He is one of my heros, too. For AI enthusiasts like me, this specialization is one of the best choice to learn.

por Elias A

Jul 04, 2020

I seriously didn't want this to end. Completing this specialization has been a joy from the beginning. Prof. Ng is absolutely brilliant and one of the best educators I have had the pleasure to study under.

por Ivo C

Jul 24, 2019

Excellent course, providing a broad range of theory and exercises to apply newly learned knowledge. It was time very well spent getting started in Deep Learning. A next more advanced course would be great!

por Krzysztof N

Mar 28, 2020

I really enjoyed the course but not only me. My kids had lots of fun with trying the emojifier exercise. Thanks a lot for all 5 courses, which I found just perfect way to quickly get some taste of the AI.

por Michael F

Nov 15, 2018

The materials in this course were fantastic, and the problems were extremely interesting. There are still some typos and glitches in the programming assignments, but I'm sure these will disappear in time.