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Learner Reviews & Feedback for Natural Language Processing with Attention Models by DeepLearning.AI

4.4
stars
1,073 ratings

About the Course

In Course 4 of the Natural Language Processing Specialization, you will: a) Translate complete English sentences into Portuguese using an encoder-decoder attention model, b) Build a Transformer model to summarize text, c) Use T5 and BERT models to perform question-answering. By the end of this Specialization, you will have designed NLP applications that perform question-answering and sentiment analysis, and created tools to translate languages and summarize text! Learners should have a working knowledge of machine learning, intermediate Python including experience with a deep learning framework (e.g., TensorFlow, Keras), as well as proficiency in calculus, linear algebra, and statistics. Please make sure that you’ve completed course 3 - Natural Language Processing with Sequence Models - before starting this course. This Specialization is designed and taught by two experts in NLP, machine learning, and deep learning. Younes Bensouda Mourri is an Instructor of AI at Stanford University who also helped build the Deep Learning Specialization. Łukasz Kaiser is a Staff Research Scientist at Google Brain and the co-author of Tensorflow, the Tensor2Tensor and Trax libraries, and the Transformer paper....

Top reviews

RJ

Sep 28, 2020

Not up to expectations. Needs more explanation on some topics. Some were difficult to understand, examples might have helped!!

JH

Oct 4, 2020

Can the instructors make maybe a video explaining the ungraded lab? That will be useful. Other students find it difficult to understand both LSH attention layer ungraded lab. Thanks

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151 - 175 of 257 Reviews for Natural Language Processing with Attention Models

By Xiaoli C

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Oct 14, 2020

very useful class and love it!

By Wei X

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Dec 30, 2020

Challenging but cutting edge

By RICARDO A F S

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Dec 18, 2020

great course, its fantastic¡

By Nikesh B

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May 15, 2021

It was awesome! I loved it.

By Neeraj K

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Sep 7, 2023

Very Well Taught thank you

By masinde M

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May 8, 2023

The course is very good

By Arman I

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May 22, 2021

Very practical! Thanks

By Ndachimya E

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Jul 28, 2024

I loved the course...

By Tiago d L

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Oct 21, 2020

Great and inspiring!

By Han T

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Oct 20, 2020

It is a great course

By Onuigwe V

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Oct 25, 2020

Beginners friendly

By Pranay R

•

Nov 13, 2020

Excellent content

By Banriskhem K

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Jun 7, 2025

Very interesting

By Carlos A C G

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Jan 17, 2022

Incredibly good!

By Fakhre A

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May 4, 2021

Great course ..

By Jyotin P

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Nov 22, 2020

Amazing course!

By ERAN

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Jun 17, 2022

Amazing course

By Pragya H

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Jun 8, 2021

Awesome Course

By Phylypo T

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Dec 14, 2020

Great courses.

By Eduardo S

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Aug 9, 2023

Great course!

By Prakash K

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Apr 29, 2023

easy to study

By Mohammad B A

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Feb 26, 2021

I am so happy

By Parma R R

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May 21, 2023

Good course!

By John M

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Apr 14, 2023

It was great