Chevron Left
Back to Sequence Models

Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,203 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

AM

Invalid date

Excellent course! This course extensively covers all of the relevant areas of NLP with a strong practical element allowing you to applying Deep Learning for Sequence Models in real-world scenarios.

GS

Invalid date

So many possibilities will be presented in front of you after this course. The only limit is the boundary of my imagination and creativity, that is how I feel now upon the completion of this course.

Filter by:

1026 - 1050 of 3,671 Reviews for Sequence Models

By Hao D

•

Apr 8, 2019

the most difficult course of this series, it takes me really a long time to finish it, but i think it worth!

By Mischa L

•

Feb 10, 2018

Very nice course on RNN. there are a couple of unpolished edges, but this is been quickly fine-tuned by TA's

By Song G

•

Sep 2, 2020

Very clear demonstration of how models work. Clear and detailed instructions in exercises for easy hands-on

By Pushkar G

•

Jun 13, 2020

This course taught me concept which I never thought I could apply to my chemistry research. Very well made.

By Khan S B H

•

Apr 30, 2020

Amazing course! Lectures on RNN, LSTMs and Bi-LSTMs were amazing and the assignments were also very helpful

By Max F

•

Apr 20, 2020

Thanks for all the hard work you've put in the course. I couldn't wish for a better start in deep learning.

By Ankit K S

•

Dec 16, 2019

Best course specialization on Sequence Models. Programming assignments are really great source of learning.

By Zachary

•

Oct 19, 2019

Great course and professor. My one critique is to just go a little more in depth on using Keras. Thank you!

By Abhinav k

•

Jun 20, 2019

Thanks, Andrew Ng for all the efforts and time for creating such a wonderful course accessible to everyone.

By Edir G L

•

Aug 26, 2018

This is the best course on the deep learning specialization. You learn the most novel and useful deep nets.

By Shantanu S

•

Jun 16, 2018

The Jupyter notebook ,ust be improved. it has constant connection problems. it fails connection in between.

By Yash G

•

Jun 8, 2018

Nice course with most important concepts covered. Nice references to research papers, and good assignments.

By Олег Д

•

May 6, 2018

While taking this course I was feeling that sequence modeling is Andrew Ng's favourite topic. Great course!

By Jyotsna S

•

Jul 27, 2024

Amazing course for the people who want to understand development of NLP models and build them from scratch

By Tom A

•

Sep 19, 2022

I loved this course. I'm not sure all of it was relevent to my applications but it was great background.

By ISMAEL F I T

•

Sep 9, 2020

Excellent course. It provides insights for a wide variety of applications. I recommend taking this course.

By Austin M

•

May 8, 2020

Incredible level of detail. Truly a pleasure to take this course and the entire specialization! Thank you!

By Hari K

•

Nov 27, 2018

Andrew makes the topic interesting and easy to grasp. The assignments are very well written. Great course!

By Jesper K

•

Aug 13, 2018

This is an excellent coverage of sequence models. Very interesting applications, clear content. Thank you!

By Sanjeev K S

•

Apr 22, 2018

This course given me the basic understanding about analyzing sequence data with the help of deep learning.

By Jozef R

•

Feb 26, 2018

Great course! Thank you professor Ng! Thank to yout I'm motivated to continue to learn more in this field!

By Dongxiao H

•

Feb 5, 2018

Thank you, Professor.

If it's not your intuition for these videos, I will still confuse the details of RNN.

By Xh L

•

Mar 7, 2020

In the course of this course, I built my own sequence model and realized it step by step, which is great.

By Jitin K

•

Sep 22, 2019

Intuitive and clear videos and explanations. Excellent programming assignments! Thanks to the whole team!

By HAMID S

•

Dec 15, 2018

Wonderful course with beautiful intuitions all around , one thing though bit of more mathematics involved