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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,765 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

JY

Oct 30, 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.

AM

Jul 1, 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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1701 - 1725 of 3,765 Reviews for Sequence Models

By Manuel G R V

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Mar 24, 2020

Loved it but it felt quite rushed for the last week.

By Joaquin R

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Jan 11, 2020

Excellent course! I strongly recommend this course.

By Amir H

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Dec 29, 2018

Amazing course with very useful and fun assignments.

By Tanguy R d L

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Jun 17, 2018

just as good as you could expect from the awesome Ng

By Xiao J

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Jun 16, 2018

good content coupled with good (programming)practice

By Artem P

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May 14, 2018

Very well-structured, very informative, very useful.

By Nitesh U

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May 12, 2018

This course is amazing. Assignments are very helpful

By Arnab S

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Mar 7, 2018

Amazing course with lots of things to learn hands-on

By Miguel G S

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Apr 21, 2025

The transformer pratical exercise could be improved

By Ashish C

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Dec 30, 2022

Thank you for providing these high-quality courses.

By Kossi A

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Sep 4, 2022

It was a great course. Thank you for the training.

By VUTHEA V

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Apr 30, 2021

Thank your Prof. Andrew NG. You are my inspiration.

By Shreyas N

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Jul 16, 2020

Very informative, Concepts are elucidated very well

By Ajay T

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May 28, 2020

Thank you so much...This specialization was awesome

By Dr. V S R

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May 9, 2020

Thank you Sir. I learnt a lot from Sequence models.

By Fernando O

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May 2, 2020

It was an amazing experience !!!

Thank you Dr Ng !!!

By Anthony D

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Jan 19, 2020

Excellent!

Gave me good understanding of LSTM / GRU.

By Sagar K

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Apr 15, 2019

The most difficult, and the best one of the series.

By 张若驰

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Mar 29, 2019

I really thank you for providing the amazing course

By Sun C

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Aug 7, 2018

Useful, since I am developing my own sequence model

By 王煜杰

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Apr 28, 2018

因为Coursera提交的问题，本该一周前就通过的认证硬是拖了一周，回家用windows电脑搞定的，真

By SASWATA M

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Feb 1, 2025

best course on deep learning and sequential models

By Tan C K

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Nov 28, 2021

It is an excellent course. Straight to the points,

By Lagan S

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Aug 25, 2020

Loved it , looking forward to more implementation.

By Alexandru L

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Aug 20, 2020

Nice explications with good examples ! I recommend