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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

29,146 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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3151 - 3175 of 3,502 Reviews for Sequence Models

By Jetro G K

Jul 24, 2018

Muy difícil en comparación con los demás anteriores

By Giri T

Nov 5, 2022

This is pretty involved - especially the last week

By Kamran K

Apr 11, 2021

I would prefer to be the student of Sir Andrew Ng.

By 阿刘

Aug 6, 2020


By Minh N

Jan 4, 2020

Too much details! Too little time. More exercises!

By Igor R

Apr 20, 2018

Excellent content, the auto-grader not so awesome.

By Andriyanto H

Apr 18, 2018

Very good course but can be too rushing sometimes.

By Omar H G

Jul 22, 2021

Great course

The last 2 weeks are the hardest ones

By Syed S

Feb 1, 2020

A little too difficult to understand from scratch


Jan 20, 2020

A little bit less quality than the previous ones.

By Hemanth M

Jul 31, 2019

More programming examples/exercises would be good

By tusheng w

Apr 18, 2018

useful to familiar with RNN, GRU, LSTM and so on.

By Chen S

Feb 12, 2018

Exercises are a bit tough and misunderstanding...

By Wan N

Apr 15, 2020

It will be nice if the videos are more detailed.

By Marco M

May 17, 2018

The course was really interesting and well done

By David L

Jun 4, 2019

One task has a bug and impossible to complete.

By Chen L

Apr 6, 2018

hope there are more projects about time series

By Erick Z

May 18, 2019

The programming assingments have some errors.

By Mohit k

Jul 4, 2018

Amazing Course with Awesome practice problems

By Jayadev H

Mar 3, 2018

not as fun as CNN course but still so useful!

By Huang

Apr 18, 2020

a little bit too hard for the sequence model

By Nitin J

Apr 17, 2019

I found this course bit difficult to grasp.

By Deleted A

May 9, 2021

last lab with transformers had some errors

By Debasish D

May 16, 2020

Good but too long to follow with patience

By Robert L

Apr 21, 2020

Very good introduction to sequence models