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

4.6
stars
4,606 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

KL

Jun 3, 2021

Good course. I'd be more happy if the reading sections are more helpful and contain more references. Not just summary of the video lectures. Overall, good introduction to NLP for beginner.

MR

Feb 11, 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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426 - 450 of 906 Reviews for Natural Language Processing with Classification and Vector Spaces

By Samith V

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Jan 6, 2025

great course for the introduction in NLP

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 Quan T H

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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

By Onuigwe V

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Aug 3, 2020

Excellence course for NLP intermediate

By stephane d

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Sep 10, 2023

This course is very clear and useful!

By JAYABRATA C

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May 21, 2023

Excellent introductory course on NLP.

By Moha F T

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Aug 21, 2021

Perfect choice for understand NLP !!!

By Mohsen A F

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Oct 24, 2020

The clarity of exposition was superb!

By Anonymous T

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Oct 15, 2020

great course content and explaination

By Mike S

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Aug 22, 2020

This course is excellent, great work!

By Bharani S

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Aug 16, 2020

Excellent Course!! Well Structured !!

By am f

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Feb 23, 2024

awesome course with awesome teachers

By Mohammad F

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Apr 9, 2022

great course with great instructors

By Nicolas W

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Feb 16, 2022

Amazing course, I learned so much!

By Muhammad Z A

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Aug 24, 2021

Excellent course and well presented

By Sandip D

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Jul 30, 2020

Very helpful and informative course