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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.

EM

Jun 12, 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

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2851 - 2875 of 3,832 Reviews for Sequence Models

By Vinay A

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Aug 27, 2018

Good.

By Preethi A

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Jul 7, 2018

great

By eagle

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Apr 18, 2018

GOODS

By Hao X L

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Mar 24, 2018

great

By 品毅 吳

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Mar 24, 2018

Great

By Li Z

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Feb 26, 2018

good!

By Flavià S

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Jul 7, 2025

bona

By HuynhLDSE180086

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Jul 1, 2025

good

By KONDURU J

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May 31, 2025

good

By N M B

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May 22, 2025

GOOD

By Islam Z

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Apr 14, 2025

tema

By NGUYEN N A ( Q

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Mar 14, 2025

Best

By Длекешова А А

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Mar 7, 2025

nice

By Nguyen D V

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Oct 17, 2024

good

By Ahmed S

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Sep 3, 2024

good

By Mohanraj S 2

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Jul 22, 2024

good

By Rene A D P

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Jan 15, 2023

NICE

By Alaa A

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Oct 3, 2022

good

By Hossein P

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Sep 10, 2022

tnx

By Faris E A

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Sep 8, 2022

good

By 강찬석

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Aug 2, 2022

Good

By Naveen K

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May 5, 2022

good

By Abhishek U

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Sep 18, 2021

good

By Jarvis Z

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Apr 23, 2021

good

By Sumera H

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Sep 14, 2020

good