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

2,748 ratings
564 reviews

About the Course

In Course 1 of the Natural Language Processing Specialization, offered by, 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. Please make sure that you’re comfortable programming in Python and have a basic knowledge of machine learning, matrix multiplications, and conditional probability. 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, and even built a chatbot! 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

May 24, 2021

Great Course,\n\nVery 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

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.

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201 - 225 of 562 Reviews for Natural Language Processing with Classification and Vector Spaces

By Atharva M

Jun 8, 2021

From starting with absolute basics, the course made me confident to further explore NLP field.

By 黄瑞琪

Dec 3, 2020


By Johann G G I

Aug 9, 2020

It's the best course of NLP. I learned all the theoretical fundament and differents models :D

By Sachin C

Aug 13, 2020

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

By Nihar P

Jun 30, 2020

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

By Mrityunjay J

Mar 31, 2021

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

By Dominik N

Jan 27, 2021

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

By Neeraj M

Aug 29, 2020

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

By Dittaphong P

Oct 16, 2020

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

By joreenginer

Aug 18, 2020

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

By Sparsh P

Aug 2, 2020

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

By Jay G

Jul 28, 2020

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

By Vaseekaran V

Nov 27, 2020

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

By Rishabh M

Jul 10, 2020

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

By Kevin S

Jun 28, 2020

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

By Sailesh S

May 16, 2021

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

By Sharath R

Feb 18, 2021

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

By Ram S

Jul 28, 2020

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

By Jorge M

Apr 25, 2021

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

By Miltos S

Jul 4, 2020

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

By sourov d

Aug 3, 2020

Excellent explanation and enjoyable assignment. Perfect course to kickstart NLP.

By Diksha J

Jul 14, 2020

Very good course. I am completely new to NLP and I find this course very useful.

By Vidyasagar P

Aug 13, 2020

Absolutely to the point and great topics. Loved every line of code in the NLP.

By Eduardo R S

Jul 30, 2020

Up-to-date content with great teachers. Very complete programming assignments.

By Tran N M T

Jul 7, 2020

Excellent course. Easy to understand explanations and good application skills