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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,579 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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1801 - 1825 of 3,727 Reviews for Sequence Models

By Enrique A

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Feb 7, 2021

Thank you Master Andrew, Thank you Coursera.

By Satyam S

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Aug 20, 2020

very interesting NLP - RNN, LSTM, Seq-to-Seq

By Joan S D P

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Jul 29, 2020

One of the best courses that i've ever taken

By Elio M

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May 16, 2020

Thanks Andrew Ng for the excellent material!

By Luca P

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Mar 29, 2020

Fascinating topics, incredible applications!

By Can K

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Jul 5, 2019

Really helpful for learning the applications

By 徐雨臻

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Jun 27, 2019

Excelent courses, I learned a lot from them.

By Brett D

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Jun 12, 2019

Some tricky issues to solve on the notebooks

By Alessandro

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Jun 1, 2019

needed to work had for this, really great !!

By Narender P

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Feb 17, 2019

With real time exercises more encouraging///

By Tomasz K

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Dec 6, 2018

the best out of the 5 in the specialization.

By Tanisha

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Oct 24, 2018

I learned a lot from this series of courses.

By Tejashwi S

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Oct 14, 2018

Again a great course by professor Andrew Ng.

By Dawid D

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Aug 13, 2018

Not that easy to complete, but great course!

By 尹子龙

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May 12, 2018

course, but i think it should more details

By Pankaj J

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Mar 5, 2018

Great course, you guys have done it again :)

By Juan G G

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Feb 27, 2018

Awesome ending for an awesome specialization

By Pei H C

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Feb 19, 2018

I learned a lot from this course. Thank you.

By Pedro C

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Feb 15, 2018

Excelente! But the lessons are kinda broken.

By kalathur c k k

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Oct 22, 2023

Exceptional course from basics to advanced.

By Sai G B A

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May 3, 2020

Very useful for building sequencing models.

By Jin K

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Jul 31, 2019

excellent introduction. advanced course plz

By phoenix c

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Jun 3, 2019

excellent course for sequence data modeling

By 陈辉

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Dec 10, 2018

虽然后面的课程准备没有machine learning 那么充沛，但是依然是很好的课程

By Clair H

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Nov 24, 2018

Very detailed hands-on assignment. Hard tho