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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,140 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

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.

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.

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2076 - 2100 of 3,830 Reviews for Sequence Models

By Iuliia A

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Jul 31, 2020

This is one of the best courses!

By Bhavesh W

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Jul 17, 2020

Great Explanation and thank you!

By Yu H K

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Feb 7, 2020

very challenging and interesting

By Arnav B

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Aug 9, 2019

great learning!! thanks Andre Ng

By Deleted A

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Jul 6, 2019

perfect on all terms and aspects

By Shashi s

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Apr 16, 2019

Ultimate course on Deep Learning

By eralpozcan

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Jun 24, 2018

Other Language Translate Please.

By Zhun C

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May 22, 2018

good course and good assignment!

By LIU M

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May 19, 2018

a little bit hard for assignment

By Lisper W

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Feb 18, 2018

Great course and specialization!

By Alexander N

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Jun 29, 2025

Very helpful and understandable

By Robert E F

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Nov 6, 2023

great course and great teacher.

By Dinesh T

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May 10, 2021

Great Deep Learning experience.

By Shubham R

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Apr 19, 2021

Good Course on RNNS, LSTMS, GRU

By Shiv V P

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Aug 9, 2020

AWWWWWWWWWWWWWWWWWWWESommmeeeee

By Xiangxiang M

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Jul 26, 2020

Best introductory course to RNN

By KARTHIK P

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Jul 25, 2020

An awesome intro to RNN and NLP

By Rajesh C

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Apr 20, 2020

Andrew Ng is an awesome mentor.

By Aditya V S

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Feb 2, 2020

This is the best course for DL.

By Ventseslav V

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Jan 13, 2020

Happy and grateful learner here

By Bahalul K

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Nov 8, 2019

it is very helpful to my career

By Hazem A

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Oct 11, 2019

amazing courses

thank you andrew

By santosh L t

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Sep 1, 2019

Amazing lectures..Learned a lot

By Naira R

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Jun 24, 2019

Great course! High recommended!

By Akshai S

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Apr 19, 2019

The course was really useful :)