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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

28,072 ratings
3,363 reviews

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


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.


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.

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1651 - 1675 of 3,364 Reviews for Sequence Models

By Subhankar N

Sep 11, 2020

Thank you all for such a wonderful course.

By Carlos L

Aug 7, 2020

Super interesting programming exercises!!!


May 1, 2020

Amazing experience and an amazing teacher.

By Kevin C

Apr 16, 2020

Loved it! Word embeddings are fascinating

By Jamie N

Jan 12, 2020

It was a great course and I learned a lot!

By Bayartsogt Y

Mar 10, 2019

That was such as fun! Thank you so much!!!

By Mario M

Oct 18, 2018

Please add clickable links for the papers!

By Tony Z

Jul 18, 2018

Excellent course on deep learning and RNNs

By Estapraq M K

Jun 20, 2018

This course is great! I love love love it!

By Lorea

Apr 16, 2018

Excellent course!! first class education !

By artprog

Mar 26, 2018

interesting and intuitive!!! very great!!!

By Leyuan Y

Feb 14, 2018

Great work! Really enjoy the whole course!

By Mikó C

Feb 8, 2018

Exceptional training! Thank you very much.

By Bharath D

Aug 20, 2021

Course was kind of tough but was worth it

By Héctor L

May 11, 2021

Amazing as always, I will miss you Andrew

By Akshat T

Jun 26, 2020

One of the best courses ever. Ineffable!!

By Ady R

Apr 12, 2020

Thoroughly enjoyed the course! Thank you.

By Jie-Yu L

Oct 2, 2019

Great course to learn NLP in a basic way.

By Яков Ф

Apr 30, 2019

very good course. espesially speech tasks

By Sorratat S

Apr 15, 2019

Amazing course zero to hero, I can say !!

By Arthur C

Apr 9, 2019

Great explainer to many basic RNN models.

By Fernaldy A F

Feb 23, 2019

Great course.. Thank you for providing it

By Juan P V H

Jul 20, 2018

Excellent Course.!! Thank you for all.!!

By Michael D

Jul 12, 2018

Super-nice! Thank you Professor Andrew Ng

By Mikit K

Feb 2, 2018

Simple explanation with amazing examples.