Chevron Left
Back to Sequence Models

Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,757 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

MK

Mar 14, 2024

Cant express how thankful I am to Andrew Ng, literally thought me from start to finish when my school didnt touch about it, learn a lot and decided to use my knowledge and apply to real world projects

AM

Jul 1, 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.

Filter by:

1151 - 1175 of 3,765 Reviews for Sequence Models

By Christopher

•

Apr 23, 2020

This and the CNN courses were probably the most interesting in terms of real-world applications.

By Khaled J

•

Jul 3, 2019

Great as ever! Highly recommend to those wanting to apply neural nets to NLP and audio problems.

By SW J

•

Apr 6, 2019

Thank you for the excellent lecture.

Now I understand a little about machine learning.

Thank you.

By Kevin S

•

Apr 16, 2018

Great course. Well worth the time and effort. Andrew Ng is a great teacher. High recommended!

By Bruno J

•

Mar 31, 2018

awesome as every other course in this series - Very glad I took these courses, great investment!

By Nguyá»…n M T

•

Mar 2, 2018

Mr.Ng has an incredible ability to explain the complex thing. It's also the greatest course ever

By Amit K

•

Jan 24, 2021

Sequence Models explained very well, hope to apply these gained skills in my professional life.

By Anfernee

•

Aug 6, 2020

Very well-explained course in intro to DL in NLP. Would love to also see intro to transformers.

By Bourget R

•

Oct 21, 2018

No need to have done the Course 4 to do it, very clear explanations and challenging assignments

By Xindi W

•

Mar 18, 2018

Really good course! The programming assignments greatly helped with understanding the concepts.

By keerthivasan A

•

Feb 19, 2018

I've tried learning RNN through various blogs and channels. But, this course stands top of all.

By Edward C C

•

Feb 14, 2018

Excellent class on sequence model. Lots of fun on programming exercise! Learn a lot. Thank you!

By Kimi T

•

Feb 8, 2018

Quite useful, although the homework need to be improved a bit! Anyway, a nice course to follow!

By Anthony S

•

Oct 1, 2022

This is the best course for deep learning. Thank you Andrew Ag, you are the greatest teacher.

By Samuele

•

Jun 25, 2020

Sometimes it could go deeper into details, but the resources are present so it doesn't matter.

By bhavesh j

•

May 7, 2020

I don't think this course could be any better. Honestly, I enjoyed the programming assignments

By Tom N

•

May 4, 2018

Very good course. Sequence models are significantly harder to understand than regular models.

By aditya g

•

Apr 16, 2018

Nice course & assignments gives practical insights of applying deep learning to Sequence data.

By Mohamed A A

•

Feb 18, 2018

Very nice course especially the last assignment about creating a Trigger word detection model.

By Rusty B

•

Apr 3, 2024

Great course. Since I had taken Ng's machine learning course, it was mostly easy til the end.

By Anil R

•

May 23, 2021

Thanks, Andrew ng for giving me a broad knowledge about sequence models. It's a great course.

By HUNG T L

•

Jun 7, 2020

This is awesome course that provides me an overview of sequence models and their applications

By Girish T

•

May 21, 2020

Perfect course to learn Sequential NN ... well structured course modules and best explanation

By Tesfagabir M

•

May 15, 2020

Best NLP course ever with practical examples and assignments!! Thank you Professor Andrew Ng!

By Artur P

•

Apr 21, 2020

Great source of DL knowledge. I still return to some of the videos to refresh my knowledge :)