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

4.8
estrelas
26,577 classificações
3,139 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

WK
13 de Mar de 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
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.

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401 — 425 de 3,112 Avaliações para o Sequence Models

por Madhuri S J

12 de Jun de 2020

The Sequence Models course was very unique. When I had read about RNNs many concepts were not clear. Now I have a better understanding of RNN, GRU and LSTM. But I have to still learn dig more into Attention models.

por Joachim D

3 de Fev de 2019

Great course, very clear presentation and interesting examples on how to prepare data and how to use keras. Very interesting on how easy it is to build & train complex networks with keras (once you have the data..)

por Ankit V

6 de Out de 2020

Andrew Ng Sir made deep learning so easy to understand and interesting. I was intimidated by words LSTM ,RNN, Attention etc but now i am comfortable with these concepts. Thanks a Lot Sir for this wonderful series.

por Javier E

13 de Jun de 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

11 de Mar de 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

18 de Fev de 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

9 de Fev de 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

27 de Jan de 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

26 de Jul de 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

21 de Jul de 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

28 de Mar de 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

12 de Ago de 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

1 de Fev de 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

14 de Dez de 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

22 de Mai de 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 Amine D

2 de Abr de 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

26 de Jun de 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

3 de Jun de 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 Khoong L E

4 de Out de 2020

After several months of completing this specialization, I will still come back to refresh and further strengthen my understanding via Andrew's excellent explanation on the topics. Thanks Andrew and his team!

por Zhanlue Z

18 de Abr de 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

25 de Abr de 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

1 de Dez de 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

3 de Abr de 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

22 de Fev de 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

26 de Set de 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.