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

910 ratings
184 reviews

About the Course

In Course 3 of the Natural Language Processing Specialization, you will: a) Train a neural network with GLoVe word embeddings to perform sentiment analysis of tweets, b) Generate synthetic Shakespeare text using a Gated Recurrent Unit (GRU) language model, c) Train a recurrent neural network to perform named entity recognition (NER) using LSTMs with linear layers, and d) Use so-called ‘Siamese’ LSTM models to compare questions in a corpus and identify those that are worded differently but have the same meaning. 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! 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


Sep 27, 2020

Overall it was great a course. A little bit weak in theory. I think for practical purposes whatever was sufficient. The detection of Question duplication was a very much cool model. I enjoy it a lot.


Nov 11, 2021

This is the third course of NLP Specialization. This was a great course and the instructors was amazing. I really learned and understand everything they thought like LSTM, GRU, Siamese Networks etc.

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101 - 125 of 192 Reviews for Natural Language Processing with Sequence Models

By Nguyen T D

Oct 1, 2020

Thanks for the course, i learned so much things in this course

By Rui A

May 10, 2021

A very good introductory of the topic with hands-on projects

By rishabh k

Sep 10, 2021

Awesome! I hope to get job soon in the field of AI:)

By Najrin S

Jul 29, 2021

A great course. Everything was explained so clearly.

By Adarsh V

Aug 15, 2020

Great compact ad very useful course curriculum.

By Kader D

Oct 7, 2020

I enjoyed it, and I had a great intro to Trax

By Moustafa S

Sep 15, 2020

another great one, can't wait for the next !

By Luis A

Sep 26, 2020

Excellent course on advanced topics in NLP.


Mar 21, 2021

Very clear and excellent to practice code.

By Ruan L D

Oct 1, 2020

good assigments and fast videos, very good

By Ajay G

Jul 25, 2021

Informative course on Sequence Models

By Andres O

Jan 20, 2021

Excellent course. Highly recommended!

By Anand K

Oct 15, 2020

great course content and explanation

By Thinn T W

Aug 26, 2020

It is very valuable course for me

By Nabin P

Aug 16, 2020

Best course for NLP out there

By Vladimir B

Jul 29, 2020

Great course! I loved it.

By Divya S

Sep 19, 2021

I​ loved this course :)

By Mario A C F

Jun 26, 2021

A​mazing Experience!

By Esakki p E

May 21, 2021

Best place to learn

By yeha

Sep 16, 2020

can't wait course 4

By Balaji V

Feb 20, 2021

Excellent Content!

By Kushagra P

Mar 11, 2022

Execellent course

By Deleted A

Sep 5, 2020

Very useful !!!!

By Mohammad B A

Dec 27, 2020

I am so happy

By Jyotin P

Nov 20, 2020

Amazing course