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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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276 - 300 of 906 Reviews for Natural Language Processing with Classification and Vector Spaces

By Prajesh S

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May 2, 2023

Its short, sweet and totally focused to the required content for the enthusiastic students.

By Ravi R

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Jan 3, 2022

A great course to give you the basic understanding of NLP. Simple tasks and helpful hints.

By Sachin C

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Aug 13, 2020

I liked this course. Well designed and well structured. Good course to start learning NLP.

By Nihar P

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Jun 30, 2020

Great course, Provides in-depth knowledge of how to work with Natural Language Processing.

By Rosie O

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Apr 26, 2023

Really helpful introduction to the mathematical concepts underpinning common NLP methods.

By Mrityunjay J

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Mar 31, 2021

Excellent Instructors!!! The content is very well organized at a steady pace of progress.

By Dominik N

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Jan 27, 2021

I like that course. It is well balanced. A good mix of relevant mathematics and practice.

By Neeraj M

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Aug 29, 2020

beyond expectation.....i am assured that after this course I will gain expert skills NLP.

By LUIS F G M

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Jan 31, 2025

Un gran curso para empezar a aprender a construir modelos de IA desde cero. ¡Me encantó!

By Dittaphong P

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Oct 16, 2020

Very good course, I have taken so much knowledge & experience. Good Instructional Media.

By joreenginer

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Aug 18, 2020

The most interesting part was hash functions and hash tables, the ideas of NLP was easy.

By Sparsh P

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Aug 2, 2020

Excellent Sessions. Some assignments were a bit difficult but overall outstanding.Thanks

By Jay G

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Jul 28, 2020

Overall, the course was amazing. It explains the terminologies in a much intuitive way.

By Vaseekaran V

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Nov 27, 2020

Really great intro to NLP and the math was explained in a beautiful manner. Thank you.

By Rishabh M

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Jul 10, 2020

Excellent course for intermediate level and anyone who wants to start NL using Python.

By Kevin S

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Jun 28, 2020

Brilliant!!! Anyone who wishes to master NLP should definitely sign up for this course

By Cristian C R T

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Sep 20, 2024

Esta muy bueno para introducir algunos tópicos del procesamiento del lenguaje natural

By Sailesh S

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May 16, 2021

Beginner friendly, concise and intuitive! Thank you for sharing this course with us .

By Sharath K

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Feb 18, 2021

Excellent course. The lab sessions are the best part and give a lot of good practice.

By Ram S

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Jul 28, 2020

Somewhat elementary course, but I am hoping next set of courses will be more advanced

By SANDESH A

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Aug 30, 2021

would like to recommend to those who would like to start their career in NLP domain.

By Jorge M

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Apr 25, 2021

Great course, I'll definitely recommend it to all people interested in learning NLP.

By fozan t

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Jan 15, 2024

Best course on NLP , must for anyone who wants to learn Natural Language Processing

By Sharanya N

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Jun 13, 2025

Learnt a lot of concepts in simple terms and was able to implement it in the code

By miltos s

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Jul 4, 2020

WOW I can't wait to start the next course of the specialization that was amazing!