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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,178 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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2576 - 2600 of 3,832 Reviews for Sequence Models

By cristiano r

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Apr 7, 2025

great course

By NEEL K

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Jan 22, 2025

great course

By Madan

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May 22, 2024

Great course

By Lixun Z

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Dec 15, 2023

Great course

By Dipu D

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Dec 17, 2022

Great course

By CARLOS A L F

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Jun 15, 2022

Excellent!!!

By Code 4

•

Jul 5, 2021

Great course

By Hasith K

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Jun 11, 2021

Simply great

By Nelson J B F

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Oct 3, 2020

Great course

By Ibrahim M

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Sep 30, 2020

Great Course

By Varad V K

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Aug 20, 2020

Fantastic!!!

By Mrwan A H M

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Jun 28, 2020

Thanks a lot

By Yuvraj S C

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Jun 6, 2020

Great Course

By Daniela S G

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Apr 25, 2020

Great course

By N'guessan L R G

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Apr 17, 2020

Great Course

By yiner

•

Dec 24, 2019

very useful!

By wangzyhust

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Nov 2, 2019

pretty good!

By Prashidha K

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Jul 31, 2019

Great course

By Poorna J

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Jun 25, 2019

Great Course

By Vishnu N S

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Apr 25, 2019

Great Course

By Haoqiu W

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Apr 5, 2019

nice teacher

By Camilo G

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Mar 14, 2019

Great course

By Hyeon S J

•

Mar 10, 2019

Best Lecture

By Youssef A S T

•

Feb 13, 2019

THANK YOU <3

By Akash G

•

Feb 6, 2019

hard to beat