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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,089 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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1551 - 1575 of 3,815 Reviews for Sequence Models

By 袗薪褌芯薪 袙 小

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Dec 31, 2020

Brilliant course which get introduction into RNN architecture.

By Nishit S

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Sep 25, 2020

Best Course Ever! The assignments were soo cool and intresting

By Archit R

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Aug 18, 2020

Programming assignments were real good. well explained course.

By Wenlin Z

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May 19, 2020

close to industrial scenario, and introduce the essence of rnn

By Pradeep I

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Apr 20, 2019

Create a strong foundation in the area of sequential modelling

By Munshi I H

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Apr 19, 2019

A great set of courses. Prof. Ng truly connects with students.

By Mohammed A

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Jul 9, 2018

Loved the Speech Recognition Example. Well organized. Thanks !

By Suman C

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Apr 11, 2018

One of the best courses, really beautifully done by Andrew Ng.

By Zach P

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Feb 15, 2018

Great course--well taught, practical and interesting material.

By Jaskeerat S

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Apr 27, 2025

Learned alot from Andrew and really excited to build projects

By AVIJIT J

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Oct 27, 2023

Very good learning, very effective, nothing better than this.

By beomseok l

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Aug 23, 2023

Greate Course I've ever had.

Thanks, Andrew and other staffs.

By Liwen C

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Jul 20, 2023

This is probably the best Deep Learning Course Series online.

By Stanley N

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Jan 1, 2023

Thanks for taking your time to make this course. Very Helpful

By Alexsi B

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Dec 26, 2020

I think it is the best specialization where you can start off

By Switt K

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Oct 20, 2020

This was a tougher course than the others but still worth it.

By Th脿nh C V

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Oct 15, 2020

It is a good course about deep learning. Thank you very much!

By Glendon H

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Aug 13, 2020

Andrew is awesome! As always. Love what I learned. Thanks!

By Juan P U C

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Jul 14, 2020

Excellent course with interesting applications and exercises!

By Zainullah K

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Jul 12, 2020

All I had to say THANK YOU, Prof Andrew NG, for your efforts.

By Kedar D

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Apr 30, 2020

Great course, complex concepts explained quite succinctly....

By Craig O

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Apr 11, 2020

A great foundation to pursue work in the Deep learning field.

By Vital

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Nov 25, 2019

perfect, I have enjoyed it so much. Thanks also for practice.

By Dharanidaran

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Mar 31, 2019

A must needed course to learn the concepts of Deep Learning.

By Phongvasu S

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Feb 27, 2019

Such a great specialization as a whole. Recommend for anyone.