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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,137 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

SB

Feb 18, 2018

Loved the course - it was very interesting. It is also pretty complex, so will probably go through it again to review the concepts and how the models work. Thank you for this wonderful course series!

SN

Mar 30, 2020

It's an exciting course to learn about sequence models. The assignment illustrate the concept via step by step to understand how to implement how to implement the models and process the input data.

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1276 - 1300 of 3,824 Reviews for Sequence Models

By Ali M

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Feb 28, 2025

Great content. At times it was tough to catch but overall it was easy to understand.

By Ashutosh M

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Feb 12, 2024

I like the design of course, but a few more readings and references could be better.

By sesh g

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Dec 15, 2019

This is an excellent course with deep insights on variety of models and applications

By anusha k

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Oct 20, 2019

Very good course.Good to learn to build networks from scratch as well as with Keras.

By Utkarsh G

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Feb 27, 2019

The course is good but I like the other courses of the specialization a little more.

By Edwin Y

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Jan 16, 2019

Thank you Andrew and the team for putting together such a great learning experience.

By Diego M

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May 3, 2018

Excellent as the rest of the specialisation. Few teething problems on the exercises.

By Bilal M

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Feb 28, 2018

Thanks guys. I loved the whole series especially the lectures of Ng and fun labs. :)

By Ling J

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Feb 8, 2018

Thank all stuff of this specialization, I learned a lot from this series of courses.

By Ebong K N

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Dec 18, 2024

Thank you very much for the real-time projects and teachings by Prof Andrew (^._.^)

By Paolo B

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Mar 13, 2023

An in depth introduction to sequence neural network for natual language processing!

By Tuong L

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Jul 20, 2022

This course is wonderful. I studied a huge of knowledge after finishing the course.

By Michael R

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Jun 24, 2021

I feel like the world of machine learning really opened up for me with this course.

By bhavik t

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Oct 20, 2020

This course was bit hard for me, but the professor made it very easy to understand.

By 张昊哲

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Jun 11, 2020

The whole specialization really helps a lot. Thanks Andrew and also other teachers!

By Ningchao W

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Nov 17, 2019

If some more advanced models such as self-attention are added will be more helpful.

By Emmanouil K

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Apr 26, 2019

Fantastic course. Ideal place to start your journey using sequence models in Keras!

By Shariq A

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Nov 23, 2018

Thank you Sir for making the course easy and possible for me to learn.Thanks a lot

By Frederic D

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Aug 11, 2018

Sequence models seem a bit harde to understand but a good explanation non the less.

By J A M

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Mar 5, 2018

Very solid conclusion to an already exceptional five-part curriculum. Nicely done!

By Rayeed A

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May 5, 2021

whole specialization has been an extremely rewarding experience. Thank you Andrew!

By Simon T

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May 1, 2021

You learn a lot of really cool algorithms but the pace of the course is very fast.

By pablo a p

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Nov 3, 2020

Andrew's Videos are the best resources on sequence models one can find in the web.

By Vinayak D

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Aug 4, 2020

Great course which explains really complex concepts very simply and effortlessly!!

By Shailesh K

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May 31, 2020

I personally want to meet Andrew NG sir and thank him. such a wonderful experience