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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,178 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.

EM

Jun 12, 2019

A really joyful introduction in the Sequence Models, such as RNNs, LSTM etc. Sometimes the assignments got a little hard and with patience and help from forums, it gets achievable! Thanks again! :D

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3526 - 3550 of 3,832 Reviews for Sequence Models

By Rahul B

•

Jun 3, 2023

A tough course.

By Pragyan P

•

Aug 10, 2018

It was tough :)

By Enzo D

•

Apr 13, 2018

Very usefull!!!

By Mohamad T

•

Jan 27, 2022

too long- good

By guggilla s

•

Mar 9, 2019

easy to learn

By Sayon S

•

Jun 11, 2018

A bit cryptic

By Phoenix A

•

Mar 28, 2018

Good material

By yanhang

•

Jul 17, 2019

very useful

By Paul A

•

Feb 24, 2019

a bit hard!

By Sonia D

•

Jan 30, 2019

Very Useful

By BILLA N R

•

Apr 18, 2020

productive

By Roberto J

•

Feb 14, 2018

Thank you.

By Ariel H

•

Oct 13, 2018

Excellent

By Iraneus O

•

Jan 3, 2025

Helpful!

By Aditya R

•

Aug 17, 2025

Learner

By OMKAR S

•

Jun 1, 2020

Average

By Kelyn B T

•

Sep 15, 2022

Great

By Rahil S V

•

Oct 3, 2022

Great

By Dave L

•

Jul 10, 2020

good

By Kiran B

•

Apr 5, 2020

nice

By VIGNESHKUMAR R

•

Oct 24, 2019

good

By Shashank V M

•

Sep 16, 2019

Good

By Yashwanth M

•

Jul 23, 2019

Good

By Rahila T

•

Nov 15, 2018

Good

By savinay s

•

Apr 9, 2018

good