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

4.6
stars
4,274 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

MN

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

SJ

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.

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426 - 450 of 851 Reviews for Natural Language Processing with Classification and Vector Spaces

By Bharani S

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Aug 16, 2020

Excellent Course!! Well Structured !!

By am f

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Feb 23, 2024

awesome course with awesome teachers

By Mohammad F

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Apr 9, 2022

great course with great instructors

By Nicolas W

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Feb 16, 2022

Amazing course, I learned so much!

By Muhammad Z A

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Aug 24, 2021

Excellent course and well presented

By Sandip D

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Jul 30, 2020

Very helpful and informative course

By Martin P

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Mar 22, 2021

Great course with great lecturers.

By Arnout C

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Jul 18, 2020

I learned a lot, thanks a lot all!

By azzam a a a

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Feb 21, 2024

excellent course really wonderful

By Ivan A

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May 14, 2021

Very handful introduction to NLP.

By Mario A C F

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Apr 5, 2021

Amazing experience for NLP domain

By Mridul G

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Sep 6, 2020

Complete course to start with NLP

By Matin F

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Jun 30, 2020

thanks for the amazing education.

By Avijit B

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Mar 30, 2022

Content was extremely insightful

By Bibek P

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Mar 29, 2021

So much fun taking this course.

By RAHUL G

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Oct 14, 2020

Best Course on NLP for Starters

By Bhauk Y

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Mar 16, 2024

Assignments are awesome to try

By Parth D

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Jun 21, 2020

thank you deeplearning.ai team

By Afamefuna U

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Apr 26, 2022

Excellent Learning Experience

By ABHINANDAN P S

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Feb 23, 2021

very good learning experience

By Odysseas Y

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Dec 14, 2020

Very good introduction to NLP

By NIPUN P

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Nov 10, 2020

Excellent course to learn NLP

By John B

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Oct 5, 2020

Great course. Learned a lot!!

By Shubham J

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Sep 25, 2020

A very good hands-on practice

By Matthew S

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Jun 30, 2020

Good stuff. I learned a lot.