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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,231 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

EM

Jun 13, 2019

A really joyful introduction in the Sequence Models, such as RNNs, LSTM etc. Sometimes the assignments got a little hard and with patience and help from forums, it gets achievable! Thanks again! :D

CD

Sep 28, 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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2901 - 2925 of 3,842 Reviews for Sequence Models

By suraj m

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Jun 14, 2019

Nice

By Aru

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Jun 4, 2019

Good

By Enikeev A

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May 15, 2019

Cool

By liuyanpeng

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May 14, 2019

nice

By Wei L

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Apr 15, 2019

Good

By Shirish P

•

Mar 14, 2019

Best

By hengfengtian@126.com

•

Dec 30, 2018

深入浅出

By Jhon S

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Nov 26, 2018

cool

By oshapeman

•

May 30, 2018

nice

By LeLeLee

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May 12, 2018

非常好！

By 张艳

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Apr 9, 2018

good

By 王世超

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Apr 1, 2018

good

By Sun J

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Mar 25, 2018

good

By Lie C

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Mar 5, 2018

nice

By Xiujia Y

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Mar 3, 2018

good

By Tất T V

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Feb 11, 2018

good

By Han C

•

Feb 6, 2018

Good

By Nurtas K

•

Mar 10, 2025

мрм

By Shakirullah K

•

Feb 12, 2025

n/a

By 华卓隽

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May 13, 2019

666

By 莫毅啸

•

Aug 3, 2018

ths

By 黄家鸿

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Jun 12, 2018

非常好

By 雷后超

•

Apr 21, 2018

666

By Sylvain D

•

Feb 12, 2018

top

By Võ T

•

Dec 10, 2025

ok