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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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2676 - 2700 of 3,832 Reviews for Sequence Models

By Jayesh R V

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Jul 2, 2019

Very good.

By Payne Y

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May 26, 2019

excellent.

By Duván A G B

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May 17, 2019

Excellent!

By Huzefa L

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May 14, 2019

Brilliant!

By Zhentao L

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Mar 23, 2019

Thank you!

By Kishan S

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Mar 19, 2019

Excellent!

By Octavian S

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Jan 13, 2019

Excellent.

By Max B

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Nov 21, 2018

Fantastic!

By erick m

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Jul 19, 2018

Awesome :D

By P P

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Jul 9, 2018

It's great

By 喆 李

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Jun 7, 2018

Excellent!

By codeit

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May 2, 2018

Very good!

By Imran I

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May 1, 2018

Fantastic!

By Michael M

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Apr 30, 2018

Excellent.

By Tina

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Apr 22, 2018

very good!

By Chertushkin M

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Apr 1, 2018

Fantastic!

By Michel-Alexandre C

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Mar 21, 2018

Excellent!

By Zito R

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Feb 27, 2018

Excellent!

By Vijesh S

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Jul 20, 2025

very nice

By Prachet P

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Jun 23, 2025

Fantastic

By Muhammad D N

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May 20, 2025

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By Abduladem A

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Dec 24, 2023

I m happy

By Alexandre R

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Nov 21, 2023

Perfect !

By M M S

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Oct 21, 2023

Excellent