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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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351 - 375 of 878 Reviews for Natural Language Processing with Classification and Vector Spaces

By Jorge R C

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Jan 3, 2021

The course is interesting and the instructors are awesome.

By Sifat A

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Nov 24, 2020

It was the best experience ever. Thank you Dear Teachers!!

By lokesh r

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Sep 12, 2020

I have understood everthing from this corse and it is easy

By Abduallah K

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Jul 17, 2022

Awesome Course and good explinations and good assingments

By Kevin Z

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Dec 25, 2022

great course. I learned a lot in a short amount of time.

By Marcin G

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Feb 27, 2022

Super interesting course from scratch! Really recommend

By Kuei P H

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Jun 28, 2020

Very Solid course, based on Linear Algebra vector space.

By Amine O

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May 17, 2021

Thank you for this helpful course specially Mr Younes .

By Bahadir O

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Oct 25, 2020

It was a good refreshment for me. I enjoyed the course.

By Naitik N S

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Sep 25, 2020

The teachers are super experienced, and they are great.

By Qasid S

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Sep 15, 2020

An amazing introduction to natural language processing.

By Rahul P

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Apr 5, 2022

theory not upto mark. last assignment has some issues

By Kazuomi K

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Jun 29, 2020

This course is very good introduction to ML based NLP.

By Md. A A M

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Apr 12, 2021

Great course for NLP beginners. Highly Recommended!!!

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.