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

4.6
stars
4,513 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

YB

Oct 16, 2022

This course is excellent and is well-organized​. I would definitely recommend it to others. The instructor​ explains the topic in a crystal clear way​. I​ learned a lot and had a great time. Thanks!

MR

Feb 12, 2023

I really enjoy and this course is exactly what I expect. It covers both practical and conceptual aspects greatly and I recommend everyone to enroll in this course to make their NLP foundations strong

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351 - 375 of 890 Reviews for Natural Language Processing with Classification and Vector Spaces

By Marlin124

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Oct 26, 2020

Amazing course to get started with the fundamentals of NLP.

By Pawan K J

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Oct 22, 2020

Awesome course with concepts ranging from basics to advance

By Gerson R

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Jan 5, 2021

amazing explanation and derivation for the subject matter!

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 25, 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 Hung W K

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Jan 21, 2025

Explanation is intuitive, making it easy to learn things.

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 Constantin C

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Dec 22, 2024

Information and assignments well structured. Thank you!

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