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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,209 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

PG

Jan 25, 2019

This was a tough one. The specialization is well structured and slowly progresses in terms of complexity. Having worked on RNN, i thought I would ace the projects. Different story though at the end

CD

Sep 27, 2018

Great hands on instruction on how RNNs work and how they are used to solve real problems. It was particularly useful to use Conv1D, Bidirectional and Attention layers into RNNs and see how they work.

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2376 - 2400 of 3,837 Reviews for Sequence Models

By Ruiliang L

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Jan 26, 2019

Very knowledgeable

By chavali s m

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Dec 14, 2018

Best in the series

By Di F

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Oct 31, 2018

Thank you, Mr. Ng!

By Charles

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Aug 9, 2018

I love you, Andrew

By Edison C

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Jun 19, 2018

Perfect enjoyment!

By Komal S

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May 17, 2018

Extremely valuable

By Guo L

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Apr 11, 2018

So great course!!!

By Mamy R

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Mar 29, 2018

Excellent course !

By Brett H

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Mar 18, 2018

Excellent course!!

By Jithin J

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Mar 11, 2018

awesome course!!!!

By CongLin

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Feb 22, 2018

Very Useful course

By Forough G

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Jul 14, 2025

That was perfect.

By ilyas c

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Jun 25, 2025

Best course on DL

By Sandesh L

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Mar 12, 2025

need better notes

By Abayomi A

•

Feb 24, 2024

Very great course

By Louis “ E

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Jan 26, 2024

Absolute complete

By David A

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Sep 27, 2022

excellent course

By 윤석주

•

Jul 29, 2021

perfect lecture!!

By A 6 W A

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Nov 10, 2020

such a great work

By Silvina L

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Nov 9, 2020

Excellent course!

By Guoxiang Z

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Oct 2, 2020

Excellent course!

By PARAMJEET S

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Aug 27, 2020

nice of all corse

By Syed M

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Jul 25, 2020

Thank you so much

By Mujtaba M

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Jun 17, 2020

best courses ever

By Hernan R

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Mar 26, 2020

Excellent course!