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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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2651 - 2675 of 3,842 Reviews for Sequence Models

By Kaihua T

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Feb 8, 2018

very useful

By Alexander d C O

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Jan 25, 2025

Excellent.

By Niv C

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Jun 1, 2024

Excellent!

By 谭博予

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Apr 19, 2023

very good!

By Saurabh H

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Sep 12, 2022

Best Ever

By 薛舒心

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May 5, 2022

Thank you!

By 徐洁

•

May 4, 2022

Thank you!

By larawang

•

Apr 13, 2022

Thank you!

By Zelin W

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Jan 20, 2022

Thank you!

By Qi S

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Jan 19, 2022

Thank you!

By Chen

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Jan 10, 2022

Thank you!

By Shaofei Q

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Dec 3, 2021

Thank you!

By Yi C

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Oct 26, 2021

Thank you!

By Quan Y

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Oct 24, 2021

Thank you!

By Francisco F E S

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Oct 9, 2021

Very good!

By 胡郢浩

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Sep 18, 2021

very good

By A. R S U

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Sep 10, 2021

Great one!

By 陆瀚哲

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Aug 23, 2021

very good!

By Karl G

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Mar 2, 2021

Excellent!

By Tiago d L

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Aug 17, 2020

very nice!

By YUXIN Z

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Aug 15, 2020

excellent!

By Ben - C L Y

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Jun 14, 2020

Excellent!

By Greg F

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May 9, 2020

Good stuff

By Stefan O B

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Apr 22, 2020

Excellent!

By MachineLearning

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Mar 14, 2020

Excellent!