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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,209 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

PG

Jan 25, 2019

This was a tough one. The specialization is well structured and slowly progresses in terms of complexity. Having worked on RNN, i thought I would ace the projects. Different story though at the end

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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2451 - 2475 of 3,837 Reviews for Sequence Models

By ashish j

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Jul 19, 2019

Great assigments

By Nilesh M

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Jul 8, 2019

Excellent course

By Arnab G

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Jun 23, 2019

Fabulous course!

By Naing N M

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May 26, 2019

Excellent Course

By Deleted A

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Apr 29, 2019

Very informative

By Syed M H J

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Feb 9, 2019

Simply the best!

By Jerome Z

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Nov 13, 2018

Very great class

By Christian U

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Jul 22, 2018

Excellent course

By Javier G

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Jul 20, 2018

Recommended 100%

By Margareth P

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Jul 9, 2018

Excellent Course

By ANKAN B

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Jul 3, 2018

Very good course

By Shantaram G

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Apr 16, 2018

very informative

By MOHAMMAD H B M T

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Apr 15, 2018

Very good course

By 刘稳业

•

Mar 27, 2018

Excellent course

By Lee R

•

Mar 13, 2018

excellent course

By Ingrid B

•

Mar 11, 2018

Fabulous course!

By akshay b

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Mar 6, 2018

brilliant course

By Kapil P

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Dec 25, 2025

Amazing course!

By Montacir M A

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Nov 26, 2025

Amazing courses

By Marcin G

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May 5, 2025

Amazing course!

By Farzad E b

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Sep 23, 2022

Awesome course

By Balaji C

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Feb 27, 2021

Amazing course.

By Tomal M

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Dec 10, 2020

Awesome course.

By JAEHOON L

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Nov 17, 2020

It was perfect!

By Kimon-Aristotelis V

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Jul 24, 2020

Great Course!!!