Chevron Left
Back to Sequence Models

Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,443 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

WK

Mar 13, 2018

I was really happy because I could learn deep learning from Andrew Ng.

The lectures were fantastic and amazing.

I was able to catch really important concepts of sequence models.

Thanks a lot!

MK

Mar 13, 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

Filter by:

351 - 375 of 3,705 Reviews for Sequence Models

By AMRICHE A A E

•

May 16, 2019

The course is another great addition to the specialization. Very well designed and delivered. A big thank you to the Professor Andrew Ng and his team as well as Coursera. It was a great experience and I am very pleased that I took the entire specialization.

By Manik S

•

Jun 17, 2018

A tough one. The notebook was very slow and and unstable.I like the original ML course's way of guiding us more. The suggestions on what should be done on every line make me lazy and I often don't focus hard enough on the intuition and math behind the code.

By Fernando H F

•

Jan 20, 2019

Great course! Andrew is great in explaining complex definitions with simple and understandable explanations. The course goes deep in multiple applications of Sequence Model for Time Series Data, and the programming exercises are challenging and rewarding.

By Raghunandan S

•

Oct 29, 2018

The course detailed, informative and elaborate. The programming exercises are using libraries Tensorflow and Keras. A familiarity of these libraries is very helpful. It would be great if an introduction to the fundamentals was a part of the course itself.

By Quentin M

•

Aug 1, 2021

As always Prof Ng explains complicated ideas in a very easy to understand step-by-step breakdown. Really an excellent course with some fascinating application examples you'll want to spent some time playing with yourself long after the course is finished.

By Jay P

•

May 31, 2020

This was one of the most interesting and well taught courses here. After this course, I was able to understand research papers in this area which were previously quite difficult and alien to me. I was also able to implement the models in them successfully

By Zhi L

•

Mar 17, 2020

Learned a lot of new skills and faced really great challenge especially when using different framework, troubleshooting make me feel headache. But learning new framework is also exciting. Still have a long way to go. Thank you so much Andrew and the team!

By Maciej M

•

Aug 4, 2019

Brilliant, the best introduction to sequence models I could hope for. Because the material goes through multiple levels of complexity, I revisit it on a regular basis, even after finishing the course, and every time I am able to gain additional knowledge.

By Brian L

•

Nov 25, 2018

This was an awesome sequence. I wanted to understand Deep Learning and the techniques and ideas that had advanced the state of the art beyond ordinary neural nets. I was particularly interested in Sequence Models which are of interest in my line of work.

By Usha S

•

Sep 30, 2022

The course was very informative. Kudos to the entire team for the best organization of the course. Special thanks to the course instructor Andrew ng. Inspired by his teaching methods. Simple explanation to understand any deep subject. Thank you so much.

By Andres G

•

Mar 1, 2020

Great course! It teaches the necessary to implement deep neural networks problems and give you practical advice. You can go deeper as you want in the material of this course, the programming assignments can be extended by going into the optional content.

By Gil E B

•

Aug 15, 2019

So much gray area about sequence model was covered here! Broad topics covered with practical exercises make this course a must-have when dealing with sequence-related problems in deeplearning.

Thank you Andrew Ng and to the team for this wonderful course!

By Trình P K

•

Oct 10, 2021

Thanks to DeepLearning.AI, I now have good grasp of Sequence Models and their techniques. I really hope that DeepLearning.AI team will create more amazing and helpful courses like this in the future. Best wishes to all of the members of DeepLearning.AI!

By Ajita D

•

Jul 11, 2018

A very enjoyable course.Every concept is explained is very intuitive way by Andrew Ng.Thanks to all the organizers for such a wonderful course.All new concepts are also discussed.Anyone who wants to learn about AI ,should definitely opt for this course.

By Athul R

•

May 31, 2018

This course is Very structured, concise and organised. I really enjoyed this course especially the Attention Mechanism in the Neural Machine Translation. Also the the trigger word assignment was both enjoyable and insightful. Thank you so much Andrew Ng

By Sandeep K M

•

May 30, 2018

I was happy to learn about the Speech processing and more importantly when the system recognizes the "Activate" word. The way professor Andrew explains difficult topics is really appreciable. Thanks a ton for making the complex subject so easy to learn.

By ANGIRA S

•

Mar 31, 2018

Having done the previous courses or not, this course will teach a whole lot about the past, present and future of NLP. At the end, as Prof. Andrew Ng has said, one can feel proud about how easily a topic can be explained with the help of just one slide.

By Abdullahi Y

•

Aug 20, 2022

The course teaches the fundamentals of NLP, traditional and modern approaches to solving NLP problems. It starts with the basics and go pretty advance. I highly recommend this course especially if you want to significantly improve your knowledge in AI.

By Shivam M

•

May 8, 2020

This was the last course of specialization and it was a great journey. Thank you Sir Andrew NG for making such a wonderful course. Thank you coursera for giving us a great platform. Talking about course, it was a great course to learn NLP from scratch.

By Ravi P B

•

Apr 23, 2020

Excellent course to get the nuts and bolts of sequence models and natural language processing using deep learning.As always instructors have been absolutely brilliant.Really really enjoyed the course.The course offers excellent programming assignments.

By Arash A

•

Mar 15, 2020

Such an amazing course. Andrew is such a great instructor. Actually, it is thanks to the whole Specialization that I'm making now my own career as Chief AI Scientist for a Health Tech Start Up.

I'm endlessly grateful to Andrew and this Specialization!

By Ruthuparna K

•

Aug 31, 2020

The best introduction to NLP and RNNs. Andrew Ng is simply remarkable and the assignments were interesting too. Highly recommend it for others. Felt a tad nostalgic as this was the final course of the specialization - Andrew Ng has that effect on you.

By Carlos S

•

May 20, 2023

"By far, the most comprehensive and clear course I have taken on sequence models. The instructor's explanations are incredibly insightful, making complex concepts easy to understand. Highly recommended for anyone looking to master this topic in AI. "

By Gokulakannan S

•

Jul 8, 2020

It was a great experience!! I have completed my entire module of Deep Learning. I am now good to go with Deep Learning. Wish me luck!! Thanks a lot, Andrew Ng and team for creating this beautiful journey!! I hope you spread this knowledge everywhere.

By Yuwen W

•

Mar 2, 2020

This course, as always, de-mystifies a quite complicated topic and gives very good intuition why the models work. For example, LSTM is very complicated unit but Andrew illustrates well what it tries to achieve. That said, this is a very tough course.