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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,102 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

GS

Apr 26, 2019

So many possibilities will be presented in front of you after this course. The only limit is the boundary of my imagination and creativity, that is how I feel now upon the completion of this course.

CD

Sep 27, 2018

Great hands on instruction on how RNNs work and how they are used to solve real problems. It was particularly useful to use Conv1D, Bidirectional and Attention layers into RNNs and see how they work.

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1526 - 1550 of 3,818 Reviews for Sequence Models

By Krzysztof O

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Sep 2, 2018

Thank you Andrew for this magnificent course and specialization.

By Narendra P

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Mar 15, 2018

Excellent blend of research review and practical skill teaching!

By afshin m

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Feb 28, 2018

Concept is complex but Andrew Ng and team make it understandable

By Luis A H G

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Feb 26, 2018

Excellent course. Very practical with a lot of coding exercises.

By Piyush M

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Feb 21, 2018

Amazing clarity of concepts presented. Really enjoyed the course

By Komron K

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Dec 18, 2021

Amazing Course by Andrew Ng. Thank you for this specialization!

By 许琛

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Apr 25, 2021

Andrew Ng taught me a lot in the last month, thank you so much!

By Marzieh N D

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Jan 24, 2021

very practical and useful. I enjoyed this course and assignment

By Eric O

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Jan 10, 2021

I have gained a lot of knowledge & experience from this course.

By Mohammad M I

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Sep 29, 2020

Loved the course. It covered a lot of state of the art methods.

By Jyotin P

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Jul 21, 2020

Very good one.Nice kick start to learn NLP and its applications

By Petrus G

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May 15, 2020

I like how this course makes students understand the real case!

By Sandip C

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Apr 10, 2020

I really enjoyed this course, it was a good test for knowledge.

By Shalitha P

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Jan 26, 2020

very knowledgeable and perfect way to finish the specialization

By Soumi S

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Oct 1, 2019

An exceptional fast-track course for a complex subject like NLP

By islamgouda

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Apr 19, 2019

greate thing

it needs more in implementation of this alghorithms

By Shivank Y

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Mar 28, 2019

This course was so amazing. The projects were very informative.

By PLN R

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Apr 7, 2018

The best thing I ever invested my time on! Thank you Andrew Ng!

By Magno S

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Feb 22, 2018

I really enjoyed doing this course! Thank you very much to all!

By Ali A

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Mar 24, 2025

An excellent introduction to sequence models, was very helpful

By Ilyassova D

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Mar 1, 2025

This course was really informational and interesting to study.

By Mahsa P M

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Feb 11, 2025

as practical as always, thanks for sharing such a good lessons

By Abdelrahman A N

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Dec 1, 2024

Prof. Andrew is the best, Thank you for the great opportunity.

By Ankit S

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May 29, 2024

Brilliant course material and hats off to all the assignments.

By Xiaolin W

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Mar 23, 2023

Thank you very much for this series of specialization courses!