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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,692 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 30, 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.

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

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1126 - 1150 of 3,750 Reviews for Sequence Models

By Simbarashe M

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Aug 27, 2020

very good specialisation l am currently using these ideas in my research project .Thank you Andrew

By Lukas R

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Mar 16, 2020

Thank you Andrew Ng for your excellent teaching and encouragement. Always a joy to learn from you.

By Jacob S

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Mar 16, 2020

Great explanation of complex topics such as attention mechanisms. I finally get how those work :-)

By Vinamra R

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Dec 10, 2019

Best specializatin course I have found and the insights given in this course are truely wonderfull

By Jinsoon P

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Jul 30, 2019

Must-know knowledge and technique you should know if you're a genuine machine learning enthusiast!

By Yoan S

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Dec 11, 2018

Excellent state of the art deep learning models made easy. Great job Andrew! And THANKS SO MUCH!!!

By Joris

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Mar 18, 2018

The best one of the 5. However, I do miss a thorough derivation of the backprop regarding GRU/LSTM

By Gowri S P

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Aug 8, 2021

Following Andrew sir all the way from ml course. He gives a lot of intuition, Superb explanation.

By Cuno D

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Feb 26, 2021

Andrew makes it possible to take a big leap into sequence models without getting lost. Thank you!

By Alvaro P

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Feb 23, 2021

Really enjoyed this course, and the whole specialisation. Good lectures and interesting examples!

By Vinícius d S M

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Jul 14, 2020

This course helped me to understand sequence models and how to apply than in different scenarios.

By Ismael B

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Jul 10, 2019

Top notch! gets your foot into the door of recurrent neural networks! As always, Andrew is great!

By Ricardo S

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Jun 16, 2019

Very interesting course. it helps me a lot when trying to understanf sequence to sequence models.

By Kirk B

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Jan 17, 2019

Andrew Ng is hands down the best teacher in this space. Excellent lectures and a well run course.

By David H

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May 15, 2018

Very recent and up-to-date content. Very well structured and explained. Another excellent course.

By Tshephisho J S

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Apr 26, 2018

This course is best in learning sequence models applied in speech and natural processing systems.

By Robotics L

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Aug 4, 2024

i completed all deep learning specialization certificates but now its not showing my certificaTE

By Minh L

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Dec 19, 2023

Amazing last course of amazing specialization! I wish the last week Transformer could be longer!

By Muskaan M

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Jun 24, 2021

This course was very informative! Hands on exercises were great with a good amount of challenge.

By Matt Y

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Jun 26, 2020

Best course on RNNs. No other courses even come close to this course on RNN. Highly recommend!

By Christopher

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Apr 23, 2020

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

By Khaled J

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Jul 3, 2019

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

By SW J

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Apr 6, 2019

Thank you for the excellent lecture.

Now I understand a little about machine learning.

Thank you.

By Kevin S

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Apr 16, 2018

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

By Bruno J

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Mar 31, 2018

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