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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

28,085 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


Jun 30, 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.


Oct 29, 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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1601 - 1625 of 3,368 Reviews for Sequence Models

By Madhu B

Aug 24, 2019

Thank you so much for this outstanding course!

By Hrithwik S

Jun 21, 2019

Very Informative course with great assignments

By Sasagu T

Mar 7, 2019

Finally I think I am ready to read more papers

By Nishant S

Jan 9, 2019

Great course. Andrew is the best teacher ever!

By Ndirangu N w

Dec 3, 2018

loved the explanation and detailed assignments

By Ahmed M A

Apr 23, 2018

Thanks dr Andrew ,i have learned more from you

By Tanapat R

Apr 15, 2018

Thank you so much. I learned a lot this course

By 许富强

Feb 19, 2018

A very interesting coursers for deep learning.

By Sujit M

Aug 18, 2020

Finally completed full specialization course.

By Mahit K P

Aug 9, 2020

It's was a great journey with

By Harry C

Jun 15, 2020

Great course with a lot of hands-on projects!

By Ryan B

May 14, 2020

Great introductory course to Machine Learning

By Guruprasad M H

May 1, 2020

is challenging yet wonderfully understandable

By Ulas M C

Dec 11, 2019

Clear explanations and very helpful examples.

By Nikhil V K

Oct 25, 2019

Great course on Sequence Models by Andrew Ng.

By Lai y c

Feb 14, 2019


By Zongyu Z

Jan 10, 2019

Lots of materials and excellent case studies!

By Balint D

Apr 1, 2018

Great course, very good, practical exercises.

By jiss r

Apr 1, 2018

rigorous assignment of all 5 "totally useful"

By Barthold A

Feb 21, 2018

Excellent! Prof Ng and his team are the best!

By Gurpreet S D

Jul 5, 2022

very well explained and informational course

By XinKai D

Jul 6, 2021

This is the best AI course I have ever seen.

By Charles X

Jun 15, 2021

Nice and difficult. Hope to put it into use!

By Enrique A M

Feb 7, 2021

Thank you Master Andrew, Thank you Coursera.

By Satyam S

Aug 20, 2020

very interesting NLP - RNN, LSTM, Seq-to-Seq