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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,765 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.

AM

Jul 1, 2019

The course is very good and has taught me the all the important concepts required to build a sequence model. The assignments are also very neatly and precisely designed for the real world application.

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1651 - 1675 of 3,765 Reviews for Sequence Models

By Emmanuel E

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Oct 2, 2022

Exceptional delivery of theory and practice. Thumbs up

By Mina H

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Mar 29, 2021

I learned so much during this course. Thanks, Coursera.

By Dr. V V R M R

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May 18, 2020

Excellent content and provoking Programming assignments

By Li Y

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Aug 17, 2019

Very cool course! Thank you! It is very helpful for me!

By sahil s

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Jul 25, 2019

Sir Andrew Ng has the best explaination for everything.

By Samkit J

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Jul 4, 2019

Very Informative. Covers advance topics in a lucid way.

By Ricardo A

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Apr 20, 2019

Great hands-on learning for text and speech processing!

By Jens R

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Sep 20, 2018

Challenging and interesting last episode of the series!

By Piyush J

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Apr 3, 2018

Awesome job explaining Sequence models in a simple way.

By Bryan W

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Mar 20, 2018

A juicy explanation of Sequence Models! A great course!

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 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 29, 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 7, 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 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!!