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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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401 - 425 of 912 Reviews for Natural Language Processing with Classification and Vector Spaces

By Jay N P

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Jul 31, 2020

Best course and complete specialisation of NLP

By Yongchao W

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Jul 10, 2020

Excellent, especially the word embedding part!

By Junzheng W

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Jun 29, 2020

Hands-on linear algebra course! It is awesome!

By Bhavesh M

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Jan 28, 2023

Awesome teaching and programming assignments.

By Sergio M

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Sep 11, 2022

Excellent! Very complete and easy to follow!

By Jorge C

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Aug 15, 2020

Excellent! Great Teachers and backstage team.

By Stefan D

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Jun 24, 2020

Excellent teaching, easy to follow, hands-on!

By 王伯雅

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Aug 16, 2022

Awesome course design! Thank you soooo much!

By Subramanian S

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Mar 24, 2022

Good in terms of basic concepts to advanced

By Đặng Q A

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Sep 4, 2021

It's usefull. Thank teacher and instructor!

By Vladislav K

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Dec 20, 2020

This is an excellent course for studying NLP

By Arpan R

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Nov 11, 2020

Great starter course for this specialization

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

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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 Deleted A

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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 12, 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!