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

3,819 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, 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,

Very 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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276 - 300 of 772 Reviews for Natural Language Processing with Classification and Vector Spaces

By Ekow D

Oct 10, 2022

Great, systematic course - easy to follow along and try the assignments

By Reza M M

May 11, 2022

It was really helpful. I learned alot, I hope I could use it in my work.

By Akhilesh K M

Aug 18, 2020

Gained key concepts on NLP looking forward to next section of the course

By Aftab K

Jan 2, 2021

Great content, very well taught, detailed hands on practice exercises.

By Nicholas K

Sep 12, 2020

Gentle and patiently-explained introduction to the basics of intro NLP

By Kilian K

Jul 3, 2020

Excellent introduction to various fundamental algorithms and concepts.

By Eduardo A F V

Jun 25, 2020

Great introduction to modern NLP and preparation for newer techniques!

By João S

Jun 25, 2020

Really likes the content. a Nic balance between content and difficulty

By Hossein R

Oct 25, 2020

great instructors,

it can very useful for students as NLP introduction

By Francisco P

Aug 31, 2020

Muy bueno, especialmente para gente que este empezando con este tema.

By Utku T

Feb 13, 2021

Awesome course! I learned many theoretical and practical techniques.

By Pratik D

Jul 7, 2020

Loved how the course was paced. The ungraded labs were very helpful!

By Vinay K N

Mar 27, 2022

Easy to understand and comfortable in learning complex algorithms.

By Carlos H A P

Jan 6, 2022

Treinamento muito bem feito, com ótimo conteúdo e ótimo instrutor.

By Lossan B

Jul 17, 2021

Very excellent course with opportunity to practice; that is great.

By Usama I P

Apr 28, 2021

I started loving NLP after this course and one of the best course.

By Jonathan N O B

Aug 9, 2020

Clear videos and challenging exercises. It was a great experience.

By Deep G

Aug 9, 2021

as well fantastic material and presentation from

By Jamiil T A

Jan 13, 2021

Highly recommended even for advanced and/or experienced learners

By Hassan J

Feb 1, 2022

A very well explained course along with great resource material.

By Abraham H Z

Nov 30, 2020

I really liked it, it helped me understand the principles of NLP

By Sara M

Nov 20, 2020

The course was amazing! I learned a lot! Only HW4 was consfusing


Nov 16, 2020

Really good course, it taught me about NLP from the very basics.

By Andy D

Aug 10, 2020

I really like this course and I think it's really useful for me.

By Ganesh M

Jul 15, 2020

Assignments are really good, concepts are clear in a better way.