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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,172 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

SB

Feb 19, 2018

Loved the course - it was very interesting. It is also pretty complex, so will probably go through it again to review the concepts and how the models work. Thank you for this wonderful course series!

GA

Jul 15, 2021

the assignments were a really good format for someone who hasn't learned how to derive wrt multiple variables. It made sense to have the formulas provided to introduce a context for me: a developer.

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1901 - 1925 of 3,832 Reviews for Sequence Models

By jeevesh

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Sep 3, 2020

Andrew Ng is in totally different league

By Shivender K

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Aug 15, 2020

Very good and innovative course material

By Jay G

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Jul 1, 2020

Really amazing course on Sequence Models

By Mauricio M

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Jun 29, 2020

Natural language processing. Enjoyed it.

By AKIFUMI A

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Apr 25, 2020

Thank you very much for so great course!

By Gabriel J M G

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Mar 21, 2020

This was amazing, i really enjoy this :)

By abhishek s

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Feb 6, 2020

IN depth knowledge gained .good learning

By Sergio M

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Oct 19, 2018

I loved this course. Thank you Coursera!

By Sal E

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May 25, 2018

Thanks so much for the great information

By Vinayak B

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Apr 19, 2018

Excellent Course to get started with NLP

By Nanda N N

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Mar 18, 2018

Explained very well by professor andrew.

By Nicholas S

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Mar 14, 2018

Exactly what I wanted out of this course

By KURIAN K G

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Apr 19, 2025

Very good course covering fundamentals.

By Furkan A

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Mar 31, 2025

These courses are the best of the world

By Ateras M

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Oct 5, 2023

Best designed lessions, thank you much!

By Parma R R

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Jan 27, 2022

Excellent course, thank you Mr. Andrew!

By Marcus F R R

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Dec 21, 2020

Excellent intro to deep learning world.

By Rogerio B

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Jul 7, 2020

Excellent method to teach creating RNNs

By xibelly m

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Jun 13, 2020

Me encantó todo el contenido del curso.

By Gokul K B

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Apr 19, 2020

Excellent course. Highly recommended !!

By grzegorz k

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Mar 14, 2020

very hard stuff but great explanations.

By Abhishek M

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Feb 8, 2020

Sequence models was taught very nicely!

By David

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Apr 5, 2019

I endorse anything offered by Andrew Ng

By Justin K

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Jan 25, 2019

Fantastic course as always by Andrew Ng

By gregorius a

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Dec 9, 2018

Thank you, very great courses. Love it!