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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,102 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

GS

Apr 26, 2019

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.

CD

Sep 27, 2018

Great hands on instruction on how RNNs work and how they are used to solve real problems. It was particularly useful to use Conv1D, Bidirectional and Attention layers into RNNs and see how they work.

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1676 - 1700 of 3,818 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 27, 2023

Highly recommended even for experienced practitioners.

By Spandana M

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Oct 24, 2023

Excellent course. Covered all topics of Deep learning.

By Eduardo S

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Aug 8, 2022

Great course. I learned a lot. Challenging assigments.

By YesMan F

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Jul 29, 2021

a huge thanks to deeplearning ai for the great course

By Mantas B

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Jan 1, 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 7, 2020

The best course to learn machine learning from scratch

By Karan B

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Jul 8, 2019

Good NLP Practical to start in combination with CS224d

By Deleted A

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Jan 18, 2019

Its a good course to understand sequence based models.

By Alex S

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Dec 30, 2018

Good insight to sequence models and their usage scope.

By Akshay J

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Jul 12, 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 22, 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 22, 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 5, 2023

I learned a lot from this course.

Thank you very much.

By Akshat V

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Feb 6, 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