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Learner Reviews & Feedback for Natural Language Processing with Classification and Vector Spaces by DeepLearning.AI

4.6
stars
4,633 ratings

About the Course

In Course 1 of the Natural Language Processing Specialization, you will: a) Perform sentiment analysis of tweets using logistic regression and then naïve Bayes, b) Use vector space models to discover relationships between words and use PCA to reduce the dimensionality of the vector space and visualize those relationships, and c) Write a simple English to French translation algorithm using pre-computed word embeddings and locality-sensitive hashing to relate words via approximate k-nearest neighbor search. 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. 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

PP

Jan 9, 2024

Started off great, but I feel like the more advanced stuff could've been better explained. Regarding the exercises, I felt like the labs often gave too much information that made them all to easy.

JC

Apr 20, 2021

The material was a little shallow in places, and there are some long standing issues with assignments and quizzes that remain unresolved. Other than that, it was an interesting course.

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601 - 625 of 913 Reviews for Natural Language Processing with Classification and Vector Spaces

By ІО-11 С В

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Feb 23, 2025

Thanks

By beomseok l

•

Jan 8, 2024

Great!

By WLSC

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Feb 28, 2023

great!

By Thành H Đ T

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Oct 14, 2021

thanks

By Prateek S P

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Jan 16, 2021

thanks

By Jeff D

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Nov 7, 2020

Thanks

By Rafael C F d A

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Sep 28, 2020

Great!

By Kamlesh C

•

Aug 30, 2020

Thanks

By Qamar A

•

Aug 5, 2020

Cool!!

By ilham k

•

Aug 15, 2023

bagus

By Mahesh

•

Apr 16, 2023

fghrt

By Hemchand C

•

Mar 10, 2023

.....

By B21DCCN436 N Q H

•

Feb 14, 2023

grate

By Prins K

•

Jul 28, 2021

Great

By 克軒廖

•

Feb 5, 2021

Nice!

By Kaustubh K

•

Oct 16, 2025

GOOD

By Soham J

•

Jun 20, 2025

good

By NamTNPSE173434

•

Nov 18, 2024

nice

By Efstathios C

•

Jul 16, 2024

Good

By 刘世壮

•

Dec 4, 2021

good

By GANNA H

•

Aug 4, 2021

good

By Khong D T

•

Jan 14, 2025

5*

By Ranjeet K

•

Mar 14, 2023

no

By Abhinav S

•

May 2, 2022

bk