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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

29,170 ratings

About the Course

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....

Top reviews


Mar 13, 2018

I was really happy because I could learn deep learning from Andrew Ng.

The lectures were fantastic and amazing.

I was able to catch really important concepts of sequence models.

Thanks a lot!


Jun 30, 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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1576 - 1600 of 3,505 Reviews for Sequence Models

By Kai M M

May 5, 2019

Great fun and insights as in all Andrew Ng's courses.

By Santiago I C

Feb 21, 2019

Perfecto complemento al resto del cursos de la serie.

By Moayyad Y

Jan 18, 2019

One of the best courses in RNNs and i have seen many.

By Jeremy L

Nov 29, 2018

Really useful for learning NLP and Audio processing!!

By Marco A L H

Oct 6, 2018

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By biqiang

May 3, 2018


By Lucas B

Apr 10, 2018

Great way to wrap up! Excellent applications as well.

By kun z

Feb 21, 2018

some Keras pre course training will be very helpful.

By Rishi G

Sep 27, 2020

The best course by so far! Loved it.

By Manuel G R V

Mar 23, 2020

Loved it but it felt quite rushed for the last week.

By Joaquin R

Jan 11, 2020

Excellent course! I strongly recommend this course.

By Amir H

Dec 29, 2018

Amazing course with very useful and fun assignments.

By Tanguy d L

Jun 17, 2018

just as good as you could expect from the awesome Ng

By Xiao J

Jun 16, 2018

good content coupled with good (programming)practice

By Artem P

May 13, 2018

Very well-structured, very informative, very useful.

By Nitesh U

May 12, 2018

This course is amazing. Assignments are very helpful

By Arnab S

Mar 7, 2018

Amazing course with lots of things to learn hands-on

By Ashish C

Dec 30, 2022

Thank you for providing these high-quality courses.

By Kossi A

Sep 3, 2022

It was a great course. Thank you for the training.


Apr 30, 2021

Thank your Prof. Andrew NG. You are my inspiration.

By Shreyas

Jul 16, 2020

Very informative, Concepts are elucidated very well

By Ajay T

May 28, 2020

Thank you so much...This specialization was awesome

By Dr. V S R

May 9, 2020

Thank you Sir. I learnt a lot from Sequence models.

By Fernando O

May 2, 2020

It was an amazing experience !!!

Thank you Dr Ng !!!

By Anthony D

Jan 19, 2020


Gave me good understanding of LSTM / GRU.