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

4.4
stars
1,006 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

RJ

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

SB

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One of the best course I have ever taken. The course provides in-depth learning of transformers from the creators of Transformers.

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101 - 125 of 246 Reviews for Natural Language Processing with Attention Models

By Umberto S

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Apr 17, 2021

Really practical course. It seems the SOTA in NLP, touching Transformers, BERT, T5, Reformers. So I think it's worth it

By Olawale S

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Mar 18, 2024

I would give this class 6 stars if possible. Topics were well explained and, at a good pace. Thanks to the team @DLAI

By Ovidio M M

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Apr 17, 2021

This is a very recommendable course to understand state-of-the-art NLP techniques and models using neural networks.

By Shahin Z

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Oct 27, 2020

Everything was great.

Slides & notebooks/exercise were amazing

The content is superb and very up-to-date.

By rijal g

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Jul 6, 2024

From this course, I get the first principle in Attention Model and foundation of large language model!

By Eliude P d C V

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Jun 6, 2024

Excelente curso, conteúdo nota 10/10. Realmente aprende-se o que eles se propuseram à ensinar 👍🏽

By Ruiliang L

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May 31, 2021

The course is good. If we download powerpoint and files in jupyter notebook, that will be great.

By Ajay G

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Jul 21, 2021

Nice course to get the details of Attention with latest state of the art deep learning models.

By Ricardo A

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Apr 26, 2024

I recommend NLP Attention Models course as now incorporates TensorFlow for the assignments.

By Martin P

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Mar 22, 2021

Great course with great lecturers. Lecturers have clearly showed how far NLP research is.

By Syed M F R

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Oct 10, 2020

Loved the last week of the course, stood out amongst the other 15 of the specialization.

By Snehasish S

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Aug 24, 2023

Very Good course to understand the concept of transformer model and transfer learning

By Bhupi D

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Oct 19, 2020

Critical to keep abreast of state of art models in NLP and new frameworks like Trax.

By Pranjal K

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Dec 5, 2023

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

By Kam K

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Aug 18, 2021

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

By Yun-Chen L

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Nov 18, 2020

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

By Björn R

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Oct 17, 2020

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

By Madhur G

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Oct 13, 2020

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

By Frankenstyle

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Dec 30, 2020

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

By Bas v d R

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Oct 20, 2020

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

By Susan M

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May 25, 2023

Excellence in integrity of instruction including methods and community.

By Christian E A

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Jan 27, 2022

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

By Samina M

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May 15, 2022

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

By aydinakgokalp

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Jan 31, 2021

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

By Carlos O

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Oct 29, 2020

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