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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,232 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

AA

Mar 3, 2018

Dr. Ng and team did a great job! Dr. Ng delivered even the most complicated concepts in the most lucid way possible. Assignments created by the team are awesome and very good to work on! 5/5 course!

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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3476 - 3500 of 3,842 Reviews for Sequence Models

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

By Sam P

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Dec 15, 2018

Fantastic lectures and helpful quizzes

By David D

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Jun 2, 2018

Notebooks seemed to be made in a hurry

By Dr. H H W

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Sep 22, 2019

good insights for RNN and time series

By Miguel V

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Dec 16, 2018

Some of the tests were a bit too easy

By LUKORITO M W

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Sep 30, 2022

With effort easy to digest content

By Kailash C

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Mar 27, 2020

Need more inputs for keras library.

By Ganesh M S

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Apr 16, 2018

This sections was very interesting.

By Fu C C

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Feb 9, 2018

an easy way to learn the conception

By Uran C

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Apr 18, 2021

my knowledge about DL is upgrading

By Taihua L

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Feb 25, 2018

Wish there was a tutorial on Keras

By Mustafa A

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Dec 16, 2019

Not good as the previous courses.

By Yeshwanth R T

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Mar 26, 2018

It seemed a bit rushed in the end

By Ganesh

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Sep 6, 2019

Good place to get back to basics

By Belén C S F

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Oct 27, 2018

not as good as the rest of the 5

By Marc M

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Jan 8, 2021

Good course to introduce to NLP

By Alvin K

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Oct 25, 2020

This was really a great course.