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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,176 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

NM

Feb 20, 2018

Hope can elaborate the backpropagation of RNN much more. BP through time is a bit tricky though we do not need to think about it during implementation using most of existing deep learning frameworks.

SB

Feb 18, 2018

Loved the course - it was very interesting. It is also pretty complex, so will probably go through it again to review the concepts and how the models work. Thank you for this wonderful course series!

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3451 - 3475 of 3,832 Reviews for Sequence Models

By Syed S

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Feb 1, 2020

A little too difficult to understand from scratch

By ANDREW ( G

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Jan 20, 2020

A little bit less quality than the previous ones.

By Hemanth M

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Jul 31, 2019

More programming examples/exercises would be good

By tusheng w

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Apr 18, 2018

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

By Jessie C

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Feb 12, 2018

Exercises are a bit tough and misunderstanding...

By aditya r K

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Feb 29, 2024

Very good teaching and practice much appreciated

By Wan N

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Apr 15, 2020

It will be nice if the videos are more detailed.

By Marco M

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May 17, 2018

The course was really interesting and well done

By David L

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Jun 4, 2019

One task has a bug and impossible to complete.

By Chen L

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Apr 6, 2018

hope there are more projects about time series

By Erick Z

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May 18, 2019

The programming assingments have some errors.

By Mohit k

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Jul 4, 2018

Amazing Course with Awesome practice problems

By Jayadev H

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Mar 3, 2018

not as fun as CNN course but still so useful!

By Nikhil N

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Aug 5, 2024

A great time! Worth the time spent for sure.

By Huang

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Apr 18, 2020

a little bit too hard for the sequence model

By Nitin J

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Apr 17, 2019

I found this course bit difficult to grasp.

By Deleted A

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May 9, 2021

last lab with transformers had some errors

By Debasish D

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May 16, 2020

Good but too long to follow with patience

By Robert L

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Apr 21, 2020

Very good introduction to sequence models

By tchaton

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Apr 23, 2018

Great courses. Only 4 because too short !

By Omar A

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Mar 20, 2018

More In depth optional videos are needed.

By Arjun A

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Jun 6, 2020

I found it not that easy to comprehend.

By Rohit P

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Dec 25, 2019

The assignments were mostly copy paste.

By dieter j

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May 30, 2019

Not that interesting for me personally.

By 吴致远

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Dec 7, 2018

jupyter notebooks with a bunch of error