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

3,834 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, 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


Jul 17, 2020

One of the best introductions to the fundamentals of NLP. It's not just deep learning, fundamentals are really important to know how things evolved over time. Literally the best NLP introduction ever.


May 24, 2021

Great Course,

Very few courses where Algorithms like Knn, Logistic Regression, Naives Baye are implemented right from Scratch . and also it gives you thorough understanding of numpy and matplot.lib

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451 - 475 of 773 Reviews for Natural Language Processing with Classification and Vector Spaces

By Ragavendhra R M

Jul 3, 2020

Excellent course

By Jimmy W

Dec 13, 2021

Great teaching!

By Ziheng L

Oct 21, 2021

great teaching!

By Joao P P

Mar 8, 2021

Just brilliant!


Sep 23, 2020


By Hoang D

Jun 12, 2022

greate work!!!

By Tushar B

Mar 19, 2021

Amazing Course

By Rajat P

Sep 7, 2020

well explained


Aug 20, 2020

Nice Exercises

By Manikant R

Jul 15, 2020

Greate course!

By Sohail Z

Jul 9, 2020

awesome course

By Kunduru N

Feb 28, 2023

good teaching


Dec 6, 2020

Great course!

By Mohammad B A

Oct 31, 2020

I am so happy

By Muhammad S A G M A

Aug 22, 2020

Great Course!

By Mohamed E

Nov 12, 2022

Great course

By Wanying Y

Feb 22, 2022

Great course

By Luiz F

Dec 16, 2021

Muito útil!!

By Anderson Q

Feb 5, 2021

Ótimo curso.

By Vitalii S

Dec 27, 2020

Good course.

By Hansen Y

Nov 7, 2020


By partha b

Nov 1, 2020

great course

By Alexander Z

Sep 23, 2020

Great Course

By Rifat R

Aug 1, 2020

Best for NLP

By Ravi K

Jul 20, 2020

Great course