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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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1626 - 1650 of 3,818 Reviews for Sequence Models

By Yuning C

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Feb 22, 2018

I really appreciate this amazing course. Strong recommend!

By Cristian R M

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Feb 20, 2018

Generating music and poetry with DL was a great experience

By Karolina g

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Sep 10, 2024

muy buena explicacion, me gusta que hay teoria y practica

By Tae K

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Jul 26, 2024

What a ride... the last of the series was simply a blast!

By Yingying W

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Aug 16, 2022

cute and careful teaching,thanks andrew , keep on going !

By Ricardo J O F

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Dec 26, 2020

Great content and painlessly explained. Thank you all!!!

By Abdillah F

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Nov 15, 2020

Great course and very interesting programming assignment.

By Fangzhou A

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Nov 15, 2020

Nice class with a decent amount of high-quality homewrok.

By Hazem A

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Aug 17, 2020

This is the best taught in the DL specialization.. Thanks

By Tarun R

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Jun 13, 2020

Complex topic very well explained. Realistic assignments.

By heykel

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Apr 7, 2020

Very good course, especially fro those interested in NLP.

By Abhishek S

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Mar 28, 2020

I got started in NLP with this course. Thank you, Andrew!

By sỹ S Đ

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Jan 20, 2020

I feel the course is fundamental but also very pragmatic.

By Kuan-Wen C

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Jan 20, 2020

High quality as the previous other courses in the series!

By Abhinand

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Aug 26, 2019

Excellent as always from the superman himself, Andrew Ng.

By Haoran C

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Mar 12, 2019

I have learned a lot from this course. Thanks, Andrew Ng!

By S R

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Dec 3, 2018

Good course on sequence models. Nice programming examples

By Kranti A

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Jun 6, 2018

Thanks for your detailed Course content. Thank You Andrew

By Pedro

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Feb 27, 2018

Best course you can find about recurrent neural networks.

By Andrii L

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Feb 20, 2018

Awesome course! A bit harder than others but pretty good!

By Pedro G

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Mar 24, 2021

This course was hard, but very motivating and practical.

By Rubén G C

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Mar 23, 2021

Very good, but an intro to keras and tf would be usefull

By Xiaoyu X

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Dec 21, 2020

This is a great specialization course for Deep learning.

By Rohit S

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Jul 11, 2020

A sufficient coverage of topics to absorb it completely.

By Kapitanov A

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Jun 5, 2020

The best course on Coursera for Deep Learning engineers!