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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,137 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

NM

Feb 20, 2018

Hope can elaborate the backpropagation of RNN much more. BP through time is a bit tricky though we do not need to think about it during implementation using most of existing deep learning frameworks.

SB

Feb 18, 2018

Loved the course - it was very interesting. It is also pretty complex, so will probably go through it again to review the concepts and how the models work. Thank you for this wonderful course series!

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2476 - 2500 of 3,824 Reviews for Sequence Models

By Gabriel B G

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Sep 25, 2018

Really good!!!!

By Daniel K

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Sep 5, 2018

Amazing course!

By Name S

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Jul 15, 2018

Amazing course.

By Iñigo L

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Jun 17, 2018

Great course!!!

By Junior F M

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Jun 16, 2018

Smart learning.

By Kevin W

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May 14, 2018

Awesome course!

By Adir K

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Apr 7, 2018

A great course!

By Jagdish R

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Apr 5, 2018

Awesome course!

By Nilesh I

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Mar 18, 2018

Awesome course.

By Muhammed B

•

Feb 17, 2018

Great lecturer.

By Roman I

•

Feb 6, 2018

Awesome course.

By Ibra N

•

Aug 16, 2025

great course!!

By Sahil K

•

Dec 19, 2024

fun experience

By Sean L

•

Jun 9, 2024

the best class

By Randal E

•

Aug 25, 2023

knowledge good

By Johnny C

•

Jul 22, 2023

Best DL course

By shinji s

•

Mar 1, 2023

it is amazing!

By Arkan N

•

Oct 25, 2022

great course!

By Moustafa H

•

Jun 4, 2022

Thanks Andrew!

By Apoorv B

•

Dec 12, 2021

Great course!

By Segu S B

•

Sep 4, 2021

Great Learning

By Dr. K B P I

•

Jul 26, 2021

Great Learning

By DIPESH B

•

Jan 19, 2021

Awesome course

By Shreyash

•

Nov 30, 2020

It was Awesome