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

4.6
stars
4,610 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.

ST

Jul 4, 2020

Ok but coding exercises could have been better structured (e.g. less long functions without easy to run test cases). The exercises could also have been a little more stimulating.

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376 - 400 of 908 Reviews for Natural Language Processing with Classification and Vector Spaces

By Manmohan K

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Jul 8, 2020

The videos are short and succinct covering all topics

By Sridevi B

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Jun 25, 2020

Thank you for coming up with such a wonderful course.

By Arda C Ö

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May 16, 2022

There is very useful content!!! Thank you Coursera.

By Hadeer A

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Dec 26, 2021

Great course, a good introduction to vector spaces .

By Ahammad U B

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Nov 30, 2020

Really Great course and nice programming assignment.

By Yuri K

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Jul 1, 2020

Great explanations and easy and helpfull assignments

By 19MSC10 H V L

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Jul 11, 2021

Its been a great learning with practical knowledge.

By Yun-Chen L

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Nov 18, 2020

You can learn some basic concept of NLP, I like it.

By Quoc T C

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Sep 8, 2021

Great NLP introductory course for online learning!

By Saoudi H

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Aug 12, 2020

soooooooooo excited to coplete this specialisation

By Madhu

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Aug 7, 2020

Top Notch! Thrilled to have completed this course.

By Bharath M

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Jul 22, 2023

Excellent course, bite sized teaching at its best

By Ahmed E

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Nov 8, 2022

This is an awesome course, detailed explanation.

By Johnathan C

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Oct 15, 2020

Great course! Simple explanation and great labs!

By Giacomo M

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Sep 22, 2020

Simply perfect. Explained in a really clear way.

By Piotr B

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Aug 16, 2020

Epic content, hope further part is equally good!

By S R R

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Oct 11, 2023

Excellent Course. Excellent job by the teachers

By Akshay A

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Oct 17, 2020

well explained highly recommended for beginners

By Pavithra S

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Sep 20, 2020

It is an amazing and easy to understand course!

By Kanchan R D

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Aug 28, 2020

I had a Nice Experience..Learning from COURSERA

By James H

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Jun 30, 2020

Very clear explanations and relevant exercises.

By Himanshu K

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May 2, 2022

Really awesome course design mean zero to hero

By Midhilesh

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Sep 23, 2020

Very informative! Great materials and guidance

By Jamu A

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Aug 8, 2020

Great intro to NLP and good refresh on Python.

By Jay N P

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Jul 31, 2020

Best course and complete specialisation of NLP