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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,411 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

JY

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.

AM

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.

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826 - 850 of 3,697 Reviews for Sequence Models

By Ivan S

Apr 26, 2018

This is a very useful, well-structured and interesting course. Programming assignments are very helpful and fun to do. Highly recommend!

By Soon C

Mar 5, 2018

The content is good. But in the programming assignment, why not stick to Tensorflow. Is there a reason opting for Keras over Tensorflow?

By Ercim C

Feb 22, 2018

Very well put together course with easy way to learn and use frameworks and getting under the hood of the latest technologies. Thank you

By Román P

Apr 24, 2024

Very grateful for all the knowledge i could get from these course to build my own DL apps. Thank you very much Andrew and all the team!

By Bishnu P

Feb 1, 2021

The best course to start learning about RNN, LSTM, GRU and how they are used for supervised learning of different types of sequences..

By Paolo A

Apr 21, 2020

Very very demanding.

But

Top level team: Andrew inspiring approach and top tutors help fix complex concepts into mind

through practice.

By Brian

Feb 1, 2020

The course is well structured. The graphs used to explain the principle of different algorithms (such as LSTM GRU Glove) are intuitive.

By 李子轩

Jan 21, 2020

感谢吴恩达老师带来的课程,这门课不仅仅使我对深度学习更加感兴趣.还让我想到了很多能够用其完成的一些事情. 课程虽然结束了, 但是有关于深度学习的学习才刚刚开始, 最后再次感谢吴恩达老师, 以及提供这个平台的coursera课程,让我在中国可以听到来自全世界的课程,谢谢!

By Kiran R

Aug 29, 2019

Great course on sequence models covering a lot of applications in translation, speech recognition, music synthesis. Highly recommended.

By Daniel G

Dec 11, 2018

Auch der Letzte Kurs war sehr gut! Diese Spezialisierung hat sich sehr gelohnt. Der Stoff wurde gut erklärt und war sehr gut anwendbar.

By Sanchit

Mar 9, 2018

Thanks Dr. Andrew NG and team for putting together a fabulous series of courses. I am grateful for motivating me to use DL in practice!

By Alexander B

Apr 21, 2019

Quiet deep course for understanding the RNN's and their implementations. Sad I haven't found time to pass this course few months ago=)

By Bence K

Mar 24, 2019

Awesome course, Andrew Ng is a master at explaining everything in a very clear and concise way. Makes hard concepts easy! Thank you :)

By Divyanshu G

May 10, 2018

A very good course which helps of understand basics of sequence modelling and its various applications in Natural Language Processing.

By Shailendra T

Mar 4, 2018

Very well laid out with good coverage and good insights about what types/sizes of neural networks are prevalent in commercial systems.

By cai x

Feb 24, 2018

Another good course offered by Coursera and Prof Andrew Ng. I recommend this course to those who want to dive into the AI trend today.

By Daniela E

Feb 20, 2018

Another awesome course from Prof. Ng! Enjoyed every single piece of it, presentations, quizzes and especially exercises. Many thanks!

By Abhijit J

Mar 19, 2023

This course is very well designed and help in understanding all building blocks of Deep Learning. Thank you so much for this content.

By Reza M

Aug 15, 2021

This one is the most challenging in deep learning specialization, specially the codings. A perfect ending to amazing set of courses.

By ADITYA A

Jul 21, 2021

I HAVE NO WORDS TO DESCRIBE HOW BEAUTIFULLY THE CONTENTS OF THE COURSE WERE DESIGNED AND DELIVERED .EXCELLENT COURSE AND THE BEST ONE

By Fabian A R G

Feb 20, 2019

Well organized, concepts are explained clearly. Fun assignments. I felt this one was the toughest, but that made it more interesting.

By Hari K M

Feb 26, 2018

Very good but comparatively difficult course in the specialization. Do take this course for sure if you want to make some cool stuff.

By Sathvik A

Sep 30, 2024

please decrease the price and combine all courses into a degree machine learning,deep learning, NLP, generative AI , python, DSA etc

By Shubham D

Aug 3, 2020

It was an exceptional learning course.Thank you very much Andrew sir for sharing your knowledge to the world,you are amazing person.

By SACHIN

May 2, 2020

It was really helpful and informative too. The assignments given were very interesting and helped a lot to understand the concepts .