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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

29,172 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


Oct 29, 2018

The lectures covers lots of SOTA deep learning algorithms and the lectures are well-designed and easy to understand. The programming assignment is really good to enhance the understanding of lectures.


Jun 30, 2019

The course is very good and has taught me the all the important concepts required to build a sequence model. The assignments are also very neatly and precisely designed for the real world application.

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1751 - 1775 of 3,505 Reviews for Sequence Models

By jeevesh

Sep 3, 2020

Andrew Ng is in totally different league

By Shivender K

Aug 15, 2020

Very good and innovative course material

By Jay G

Jun 30, 2020

Really amazing course on Sequence Models

By Mauricio M

Jun 28, 2020

Natural language processing. Enjoyed it.


Apr 24, 2020

Thank you very much for so great course!

By Gabriel J M G

Mar 21, 2020

This was amazing, i really enjoy this :)

By abhishek s

Feb 6, 2020

IN depth knowledge gained .good learning

By Sergio M

Oct 18, 2018

I loved this course. Thank you Coursera!

By Sal E

May 25, 2018

Thanks so much for the great information

By Vinayak B

Apr 19, 2018

Excellent Course to get started with NLP

By Nanda N N

Mar 18, 2018

Explained very well by professor andrew.

By Nicholas S

Mar 13, 2018

Exactly what I wanted out of this course

By Parma R R

Jan 26, 2022

Excellent course, thank you Mr. Andrew!

By Marcus F R R

Dec 20, 2020

Excellent intro to deep learning world.

By Rogerio S B

Jul 7, 2020

Excellent method to teach creating RNNs

By xibelly m

Jun 12, 2020

Me encantó todo el contenido del curso.

By Gokul K B

Apr 18, 2020

Excellent course. Highly recommended !!

By grzegorz k

Mar 13, 2020

very hard stuff but great explanations.

By Abhishek M

Feb 8, 2020

Sequence models was taught very nicely!

By David

Apr 5, 2019

I endorse anything offered by Andrew Ng

By Justin K

Jan 24, 2019

Fantastic course as always by Andrew Ng

By gregorius a

Dec 9, 2018

Thank you, very great courses. Love it!

By Kazuki Y

Jul 24, 2018

Great overview of models for text data.

By Mykola S

Jul 13, 2018

Great intro into Deep Learning! Thanks!

By Debasish G

Apr 27, 2018

awesome coverage. Very good assignments