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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

28,085 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


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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1626 - 1650 of 3,368 Reviews for Sequence Models


Jul 29, 2020

One of the best courses that i've ever taken

By Elio M

May 16, 2020

Thanks Andrew Ng for the excellent material!

By Luca P

Mar 29, 2020

Fascinating topics, incredible applications!

By Can K

Jul 4, 2019

Really helpful for learning the applications

By 徐雨臻

Jun 26, 2019

Excelent courses, I learned a lot from them.

By Brett D

Jun 12, 2019

Some tricky issues to solve on the notebooks

By Alessandro

Jun 1, 2019

needed to work had for this, really great !!

By Narender P

Feb 17, 2019

With real time exercises more encouraging///

By Tomasz K

Dec 6, 2018

the best out of the 5 in the specialization.

By Tanisha

Oct 24, 2018

I learned a lot from this series of courses.

By Tejashwi S

Oct 14, 2018

Again a great course by professor Andrew Ng.

By Dawid D

Aug 12, 2018

Not that easy to complete, but great course!

By 尹子龙

May 11, 2018

course, but i think it should more details

By Pankaj J

Mar 5, 2018

Great course, you guys have done it again :)

By Juan G G

Feb 26, 2018

Awesome ending for an awesome specialization

By Pei H C

Feb 19, 2018

I learned a lot from this course. Thank you.

By Pedro C

Feb 15, 2018

Excelente! But the lessons are kinda broken.

By Sai G B A

May 3, 2020

Very useful for building sequencing models.

By Jin K

Jul 31, 2019

excellent introduction. advanced course plz

By phoenix c

Jun 3, 2019

excellent course for sequence data modeling

By 陈辉

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

Nov 24, 2018

Very detailed hands-on assignment. Hard tho

By Xinhe L

Nov 14, 2018

Wonderful course! WONDERFUL Specialization!

By moonseok s

Oct 16, 2018

somewhat difficult but interesting lecutre.

By Pandu R

Feb 10, 2018

Best of the specialization!