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

4.6
stars
4,632 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

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.

PS

Dec 8, 2020

Very structured and clear instructions but not as detail as Andrew Ng's ML course. But still great starting point for those pursuing NLP. So far the most decent NLP tutorial online.

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526 - 550 of 912 Reviews for Natural Language Processing with Classification and Vector Spaces

By Prafulla S

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Jul 21, 2021

Very good course

By Suraj K

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Sep 19, 2020

Amazing content.

By KHATRI D V

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Aug 1, 2020

Very nice course

By Ragavendhra R M

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Jul 3, 2020

Excellent course

By OSCAR A B L

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Apr 14, 2024

excelente curso

By Bijaya T

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Dec 20, 2023

Wow Exceptional

By Jimmy W

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Dec 13, 2021

Great teaching!

By Ziheng L

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Oct 21, 2021

great teaching!

By Joao P P

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Mar 8, 2021

Just brilliant!

By TAOUIL H

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Sep 23, 2020

AMAZING COURSES

By Dhanushka

•

Jun 16, 2024

Great Course..

By Hoang D

•

Jun 12, 2022

greate work!!!

By Tushar B

•

Mar 19, 2021

Amazing Course

By Rajat P

•

Sep 7, 2020

well explained

By MURALITHARAN S

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Aug 20, 2020

Nice Exercises

By Manikant R

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Jul 15, 2020

Greate course!

By Sohail Z

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Jul 9, 2020

awesome course

By Kunduru N

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Feb 28, 2023

good teaching

By RICARDO A F S

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Dec 6, 2020

Great course!

By Mohammad B A

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Oct 31, 2020

I am so happy

By Muhammad S A G M A

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Aug 22, 2020

Great Course!

By Eliana V

•

Jul 20, 2025

Great course

By Abiton P

•

Sep 27, 2023

great course

By Mohamed E

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Nov 12, 2022

Great course

By Wanying Y

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Feb 21, 2022

Great course