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

2,734 ratings
563 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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251 - 275 of 561 Reviews for Natural Language Processing with Classification and Vector Spaces

By Vincent T

Jul 20, 2020

Very easy to follow + Very relevant to my work! You guysare ace

By arshit k

Jun 29, 2020

Very good if you wanna get into NLP. Very simple explanations.

By Caner C Y

Dec 15, 2020

Good starting point for those who do not know much about NLP

By Saurabh S

Jul 11, 2020

It's really good for the NPL practitioner. Much Recommended.

By Marlin124

Oct 26, 2020

Amazing course to get started with the fundamentals of NLP.

By Pawan K J

Oct 22, 2020

Awesome course with concepts ranging from basics to advance

By Gerson R

Jan 5, 2021

amazing explanation and derivation for the subject matter!

By Jorge R C

Jan 3, 2021

The course is interesting and the instructors are awesome.

By Md. S I A

Nov 24, 2020

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

By lokesh r

Sep 12, 2020

I have understood everthing from this corse and it is easy

By Kuei P H

Jun 28, 2020

Very Solid course, based on Linear Algebra vector space.

By Amine O

May 17, 2021

Thank you for this helpful course specially Mr Younes .

By Bahadir O

Oct 25, 2020

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

By Naitik N S

Sep 25, 2020

The teachers are super experienced, and they are great.

By Qasid S

Sep 15, 2020

An amazing introduction to natural language processing.

By Kazuomi K

Jun 29, 2020

This course is very good introduction to ML based NLP.

By Md A A M

Apr 12, 2021

Great course for NLP beginners. Highly Recommended!!!

By Manmohan K

Jul 8, 2020

The videos are short and succinct covering all topics

By Sridevi B

Jun 25, 2020

Thank you for coming up with such a wonderful course.

By Ahammad U

Nov 30, 2020

Really Great course and nice programming assignment.

By Yuri K

Jul 1, 2020

Great explanations and easy and helpfull assignments

By Yun-Chen L

Nov 18, 2020

You can learn some basic concept of NLP, I like it.

By Saoudi H

Aug 12, 2020

soooooooooo excited to coplete this specialisation

By Madhu B

Aug 7, 2020

Top Notch! Thrilled to have completed this course.

By Johnathan C

Oct 15, 2020

Great course! Simple explanation and great labs!