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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,125 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

AA

Mar 4, 2018

Dr. Ng and team did a great job! Dr. Ng delivered even the most complicated concepts in the most lucid way possible. Assignments created by the team are awesome and very good to work on! 5/5 course!

EM

Jun 13, 2019

A really joyful introduction in the Sequence Models, such as RNNs, LSTM etc. Sometimes the assignments got a little hard and with patience and help from forums, it gets achievable! Thanks again! :D

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1676 - 1700 of 3,820 Reviews for Sequence Models

By Lefu X

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Apr 1, 2025

Good course for understanding the foundation knowledge

By Will H

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Jan 29, 2024

Verify clear explanation about the transformer system!

By Mingtian N

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Nov 28, 2023

Highly recommended even for experienced practitioners.

By Spandana M

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Oct 25, 2023

Excellent course. Covered all topics of Deep learning.

By Eduardo S

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Aug 9, 2022

Great course. I learned a lot. Challenging assigments.

By YesMan F

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Jul 30, 2021

a huge thanks to deeplearning ai for the great course

By Mantas B

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Jan 2, 2021

Really liked the real-world applications and examples!

By Krishna R

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Aug 23, 2020

A great course! I learned a lot. Thank You Andrew Ng !

By Mayuresh P

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May 24, 2020

Extremely good contents and assignment. I learn a lot.

By Taran G

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Jan 8, 2020

The best course to learn machine learning from scratch

By Karan B

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Jul 9, 2019

Good NLP Practical to start in combination with CS224d

By Deleted A

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Jan 19, 2019

Its a good course to understand sequence based models.

By Alex S

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Dec 31, 2018

Good insight to sequence models and their usage scope.

By Akshay J

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Jul 13, 2018

Very well designed and effective teaching methodology.

By Philipp K

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Apr 30, 2018

I have learned so much of of this course. Keep it up!!

By tianfeng

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Apr 23, 2018

thank u for helping me understanding RNN/LSTM finally

By Vin B

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Mar 22, 2018

Great course! Brand new algorithms from Deep Learning!

By Sui X

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Mar 8, 2018

Great, I have learned a lot from this specialization.

By Al F

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Feb 18, 2018

Excellent Course. Well worth the time taken top do it.

By Ann D

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Aug 23, 2023

Tough but covered all the topics I was interested in.

By Ricardo Y S

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Jun 11, 2023

Excellent. Just a great course like being in the uni.

By Reza A

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Jun 6, 2023

I learned a lot from this course.

Thank you very much.

By Akshat V

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Feb 7, 2023

Very good and informative content, Easy to understand

By Jishnu S

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Dec 11, 2021

This was very fun. Thank you very much sir Andrew Ng.

By Amir E

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Oct 16, 2021

Incredibla and knowdelgeable instructures and content