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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

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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

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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.

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1051 - 1075 of 3,671 Reviews for Sequence Models

By Rajesh K

Oct 5, 2018

Suggestion:

It would have been great if the topics related speech recognition was covered more in detail.

By Alexey I

Apr 1, 2018

It would be nice to have an additional course on VAE, GANs, CNN-based NLP, and the rest of bleeding edge.

By Jingying W

Jun 25, 2020

Amazing course! Finally get more familiar with LSTM structure and encoder-decoder architecture! So happy

By adolfo b

Oct 18, 2019

This was another great course from Dr. Andrew Ng. I feel like I now have a firm grasp of how RNNs work.

By Intan D Y

Oct 9, 2018

need to focus on learning this course because the material is complex. also need to practice using Keras

By Achen

May 5, 2018

clear delivery, practial, comprenhensive, good learning pace, well calibrated feedback and vibrate forum

By Andres V

May 1, 2018

great I really like the content of all the specialization and the hands on projects. thank you so much !

By Phan Q K N

Mar 4, 2022

So satisfied and happy learning this course. I absorbed many interesting knowledge after this course :D

By ANMOL J

Aug 27, 2020

Just Absolutely Amazing!

Thank you deeplearning.ai to provide this wonderful in-depth specialization !!!

By Hamza J

Jun 21, 2020

gave a good and in depth understanding of the RNN i was having a hard time on it but now i find it easy

By Krunoslav O

Jun 1, 2020

It must be a lot of hard work to plan the courses and make all the material.

Thanks for all the efforts!

By Erik H

Aug 5, 2019

Great ending to the Deep Learning Specialization. Really enjoyed the insightful content of this course

By pavan k p

Jul 5, 2018

Very nicely organized. Professor Andrew is a great teacher.Loved the course and enjoyed the assignments

By 杨弘毅

Jun 1, 2018

I have finished Course 5 [Sequence Modles], and I found that it helps me a lot. Thank you! Dr.Andrew Ng

By Rich Y

Apr 27, 2018

Very awesome! Great for my career in future~ Thanks for Ag's efforts, and thanks for my own insistence!

By Aschwin

Mar 12, 2018

I feel that the theory behind sequence models is a little bit rushed. I would have liked to so an excer

By Valentin A

Mar 11, 2018

Amazing how such a "cutting-edge" technology is explained in such a friendly and understandable manner.

By Chao ( Z

Feb 15, 2018

Definitely helpful for my research! Thank you for the endeavor to make this series of courses possible!

By xiaoyuycr

Feb 7, 2018

This is the best course I've learnt. Thanks Ng and your team! Thanks for your hard working and sharing.

By Jiedong Y

May 21, 2021

Informative content, fun coding assignments for practice some deep learning skills. Really enjoyed it.

By 邓海涛

May 27, 2020

the assigned coding task is very useful, which can help me to understanding the course deeply, thanks!

By Shreyansh C

Apr 28, 2020

Sir Andrew Ng is a great teacher and inspires all to become passionate ML practitioners of the future.

By Chen S

Jan 6, 2020

Amazing Examples in the programming assignments.

giving good intuitive as to how to build these models

By Terry Z

Sep 15, 2018

Awesome designed courses. The Sequence Models are amazing and interesting. Will definitely check back.

By Aleksei T

Feb 12, 2018

Andrew Ng is as cool as always. Course is nice, assignments are challenging, theory is great and clear