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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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2076 - 2100 of 3,817 Reviews for Sequence Models

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 23, 2018

Other Language Translate Please.

By Zhun C

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May 21, 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 17, 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 5, 2023

great course and great teacher.

By Dinesh T

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May 9, 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 8, 2020

AWWWWWWWWWWWWWWWWWWWESommmeeeee

By Xiangxiang M

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Jul 25, 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 19, 2020

Andrew Ng is an awesome mentor.

By Aditya V S

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Feb 1, 2020

This is the best course for DL.

By Ventseslav V

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Jan 12, 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 10, 2019

amazing courses

thank you andrew

By santosh L t

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Aug 31, 2019

Amazing lectures..Learned a lot

By Naira R

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Jun 23, 2019

Great course! High recommended!

By Akshai S

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Apr 19, 2019

The course was really useful :)

By BingliangLan

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Apr 3, 2019

Thanks for taking me to the NLP

By adil f

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Dec 6, 2018

Best course on sequence models.

By Apurva A

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Aug 14, 2018

Excellent course! Learned a lot

By Cong T N

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May 16, 2018

thanks so much for great course