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Comentários e feedback de alunos de modelos de sequência da instituição deeplearning.ai

4.8
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27,378 classificações
3,272 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

JY
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.

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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601 — 625 de 3,270 Avaliações para o modelos de sequência

por Shantanu A

4 de Fev de 2020

I loved the content of this course. It covers very relevant topics, the lectures are fun and easy to navigate through, and the assignments are very interesting.

por Lars R

30 de Mar de 2018

Great video lessons though some of them repeated the same point to many times. Great test/questions sections. Very interesting, educational and fun assignments.

por O K

19 de Nov de 2021

This was an excellent introduction to sequence models. It provided me with fundamentals (and more) on the subject. Will be keeping this course as my reference!

por Aravind R K

30 de Mai de 2021

Great way to finish off the DL specialization. Had a blast learning about time sequences and attention models. It was extremely fun to work on the assignments.

por Oleg S

21 de Out de 2020

Extremely useful course. From base example to serious mechanisms like Attention. Thanks to all of the team for that specialization and especially to Andrew Ng.

por JOAN G V A

14 de Set de 2020

Wonderful. Fun. Interesting. Relevant.

Only improvement: free extended versions of the notebooks, ungraded, with the long process to do the end-to-end projects.

por Sann S S Y

18 de Jul de 2020

This course is very affect to fill my knowledge during pandemic. I hope to get more knowledge by learning courses related with machine learning and AI on here.

por Sarfaraz K

26 de Fev de 2019

Awesome course, no other online course can match the depth and breadth of the content. State of the art information and super useful and practical assignments.

por Gilles A

3 de Ago de 2018

Great, very usefull with both fundamental understanding of the sequence model, and great practical exercises unsing Keras both to fully understand and gain pra

por Jinkai W

4 de Jul de 2018

Finally, finish the 5 courses, really appreciate Andrew's helpful instruction and the inspiring homework. These courses really help me get a big picture of DL.

por Ferenc F P

22 de Mar de 2018

Very good introduction to RNN, GRU and LTSM neural networks with good practical examples. Recommended for those who want to understand how these networks work.

por Buddhika L S

3 de Mar de 2018

This is a very practical course on using Deep sequence models such as RNNs, LSTM and GRU. Lots of real world application based assignments. Thank you Prof. Ng!

por Lambertus d G

12 de Dez de 2020

This one being the most challenging course of the specialization imo and required some digging. I guess its the icing on the cake if you manage to complete it

por Gordon L W C

11 de Ago de 2019

The sequence model is very complete and teaches most of the important concepts using RNN. I think it is a very nice foundation for whoever wants to learn RNN.

por Liam A

4 de Ago de 2019

Very difficult course, but perfectly complete-able if you studied Courses 1, 2 and 4. Would like to learn something like reinforcement learning in the future!

por metin s

18 de Set de 2021

I think DLS_Courses are excellent. I liked all the courses. I am glad that I have completed the courses. Many thanks to Andrew_NG and his teammates.😊👏✔👍😊

por jerry81711@gmail.com

20 de Nov de 2020

Andrew Ng is a great teacher who could explain complex concepts clearly. And the teaching materials are well prepared. I enjoyed the course a lot. Thank you.

por Aaron R

31 de Mar de 2020

Great course! Covers all the essential material. The discussion on attention is the simplest explanation I've come across but gets into all necessary detail.

por Aswin S T

6 de Ago de 2019

This course extensively covers the aspects of NLP and its various use cases. It will be of an excellent start for me on my pursuit of research in this field.

por Thejus H R

3 de Jul de 2020

Really enjoyed it, but it was definitely more complicated than any of the other 4 courses in the specialization! Andrew NG is a phenomenal teacher, love it!

por Ioannis P

28 de Abr de 2020

Very good course. Would be nice to offer yearly or biyearly updates on the latest influential research targeted to graduates of deep learning specialization

por Bharat R J

4 de Abr de 2020

nice videos on sequence modelling , LSTM , types of RNNs, GRUs , intuition on natural language processing and doing the assignments were really interesting.

por Hao X

26 de Ago de 2020

I really enjoy and am expressed by how sequence models contribute to NLP, speech recognition, etc. I do think this inspires me to explore more in the field

por Mark

7 de Jun de 2020

Fantastic specialization! Thank you Andrew and the other course contributors. I am inspired to go out and use my new Deep Learning super power for good :-)

por Badr S

20 de Fev de 2020

As always, Andrew is absolutely amazing at transmitting advanced knowledge and making it accessible to most people. Thank you Andrew and the whole team !