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

4.6
stars
4,461 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

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.

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

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401 - 425 of 878 Reviews for Natural Language Processing with Classification and Vector Spaces

By Adilkhan S

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Aug 20, 2020

Great course!, I've covered sme bases of NLP

By L S m

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Jul 3, 2020

NIce course getting me up and ready with NLP

By Syed U A

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Mar 5, 2024

An excellent course for the initials of NLP

By MIFTAHUL J

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Nov 16, 2020

nicely organized and helpful course. thanks

By Muhammad A J A

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Nov 4, 2020

One of the best courses that I enrolled in.

By Mrs.REMYA S

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Oct 12, 2020

very clearly explained each and every step.

By Kaiyan Z

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Jul 26, 2020

I wish the grading system can be more smart

By Hoang V

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Jul 5, 2020

The videos are brief but the labs are great

By Cyril M

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Feb 25, 2021

Quality lectures and concise explanations.

By Nelson A G V

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Jan 21, 2021

Excellent course to get introduced to NLP!

By Andy L

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Aug 13, 2020

Great content with a lot of hands-on labs.

By Saad T

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Jul 16, 2020

This is a concise course for learning NLP.

By Subhadip D

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Mar 24, 2024

This course is awesome and very detailed!

By Sasha

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Oct 30, 2021

Very good introduction to some basic NLU.

By Nikita K

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Apr 19, 2021

Easy understanding and good assignments.

By Manogna M

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Jan 4, 2021

Great course and challenging assignments

By Akash M

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Sep 22, 2020

Right balance of lectures vs assignments

By Kumar A

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Jun 1, 2023

Great explanation and course structure.

By Hoang Q T

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Jul 16, 2022

A very nice course for beginner in NLP.

By Hossein M

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Nov 14, 2021

one of the best courses I attended ever

By Rajkumar L

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Nov 7, 2024

Proper coverage of fundamentals of NLP

By SRIKAR R 2

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Apr 5, 2023

Great Course with amazing instructors.

By rchi

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Mar 20, 2023

Was very informative highly recommend.

By Nguyen H L

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Jan 8, 2021

Very helpful, gives me more exp in nlp

By Luis A

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Sep 26, 2020

Excellent course to start learning NLP