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

4.4
stars
968 ratings

About the Course

In Course 4 of the Natural Language Processing Specialization, you will: a) Translate complete English sentences into German using an encoder-decoder attention model, b) Build a Transformer model to summarize text, c) Use T5 and BERT models to perform question-answering, and d) Build a chatbot using a Reformer model. By the end of this Specialization, you will have designed NLP applications that perform question-answering and sentiment analysis, created tools to translate languages and summarize text, and even built a chatbot! 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

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

SB

Nov 20, 2020

The course is a very comprehensive one and covers all state-of-the-art techniques used in NLP. It's quite an advanced level course and a good python coding skill is a must.

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101 - 125 of 237 Reviews for Natural Language Processing with Attention Models

By Pranjal K

Dec 5, 2023

Amazing. Got the hard topics, very clear description. Huge Thanks and shoutout :)

By Kam K

Aug 18, 2021

I liked the BERT sections and references to the theory behind positional encoders

By Yun-Chen L

Nov 18, 2020

It's good course, you can learn a lot of model and basic concept like attention.

By Björn R

Oct 17, 2020

This course made the latest technology of NLP easy to understand and implement.

By Madhur G

Oct 13, 2020

It is great. It helps us to learn and implement the latest NLP architectures.

By Frankenstyle

Dec 31, 2020

One of the most comprehensive courses in NLP with challenging quizzes around

By Bas v d R

Oct 20, 2020

Incredibly interesting course showing state-of-the-art language modelling

By Susan M

May 25, 2023

Excellence in integrity of instruction including methods and community.

By Christian E A

Jan 27, 2022

The course improves a lot with the new material and classes. Congrats!

By Samina M

May 16, 2022

This course has been designed very nicely in terms of content, time.

By aydinakgokalp

Jan 31, 2021

Helped me catching up latest technologies. Gave me new ideas as well.

By Carlos O

Oct 29, 2020

It's a great and challenging way to learn about these SOA frameworks.

By Utku T

Feb 24, 2021

Awesome course! I learned many theoretical and practical techniques.

By stephane d

Sep 10, 2023

Great Course and specialization that I recommend without Hesitate!

By Quốc Đ L

Mar 10, 2024

I have had the exciting knowlegde about LLMs in this course !!!

By Arunjith

Sep 15, 2021

in depth understanding of the transformers. Highly recommended

By Ezio X

Nov 1, 2020

Very well developed course content and well managed community.

By Ivan V S

Feb 16, 2022

Not a bad course, but a bit too obstract and lacking TF.

By Arunachalam J

Dec 19, 2023

It was very informative and enjoyable. thanks very much

By Adarsh W

Jun 3, 2021

It was a slightly advanced course, but I learned a lot.

By Mario A C S

Oct 30, 2020

Great course to understand state of teh art NLP models

By Bhavana s

Nov 29, 2021

really a wonderful learning experience , a must try !

By Chunlei Z

Apr 5, 2021

Very detailed instruction in programming assignments

By Zane L

Oct 13, 2020

awesome course to learn the state-of-the-art of NLP!

By Nguyen V T

Jun 13, 2022

Thank you, I give many knowledge from this course.