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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,218 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

GA

Jul 14, 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.

SB

Feb 18, 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!

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1876 - 1900 of 3,839 Reviews for Sequence Models

By Carlos L

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Aug 7, 2020

Super interesting programming exercises!!!

By VISHESH S

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May 1, 2020

Amazing experience and an amazing teacher.

By Kevin C

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Apr 16, 2020

Loved it! Word embeddings are fascinating

By Jamie N

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Jan 12, 2020

It was a great course and I learned a lot!

By Bayartsogt Y

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Mar 10, 2019

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

By Mario M

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Oct 18, 2018

Please add clickable links for the papers!

By Tony Z

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Jul 18, 2018

Excellent course on deep learning and RNNs

By Estapraq M K

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Jun 20, 2018

This course is great! I love love love it!

By Lorea

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Apr 16, 2018

Excellent course!! first class education !

By artprog

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Mar 26, 2018

interesting and intuitive!!! very great!!!

By Leyuan Y

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Feb 13, 2018

Great work! Really enjoy the whole course!

By Deleted A

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Feb 8, 2018

Exceptional training! Thank you very much.

By Bharath D

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Aug 20, 2021

Course was kind of tough but was worth it

By Héctor L

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May 11, 2021

Amazing as always, I will miss you Andrew

By Akshat T

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Jun 26, 2020

One of the best courses ever. Ineffable!!

By Deleted A

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Apr 12, 2020

Thoroughly enjoyed the course! Thank you.

By Jie-Yu L

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Oct 2, 2019

Great course to learn NLP in a basic way.

By Яков Ф

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Apr 30, 2019

very good course. espesially speech tasks

By Sorratat S

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Apr 15, 2019

Amazing course zero to hero, I can say !!

By Arthur C

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Apr 9, 2019

Great explainer to many basic RNN models.

By Fernaldy A F

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Feb 23, 2019

Great course.. Thank you for providing it

By Juan P V H

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Jul 20, 2018

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

By Michael D

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Jul 12, 2018

Super-nice! Thank you Professor Andrew Ng

By Mikit K

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Feb 1, 2018

Simple explanation with amazing examples.

By Fred O

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Nov 26, 2025

Wonderful course! Andrew Ng is a master!