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

4.6
stars
4,441 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

SJ

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.

MN

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

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251 - 275 of 876 Reviews for Natural Language Processing with Classification and Vector Spaces

By Brandon R

Dec 15, 2020

Simple introduction to NLP. Great for beginners who are not sure where to get started in this space.

By ziqian p

Dec 2, 2020

I really appreciate this great course as it is very clear and useful, everything is suitable for me.

By Jia H

Oct 3, 2020

A very good course as an introduction to NLP. But I find some tips in the assignment are misleading.

By Akhil M

Aug 18, 2020

The best course in NLP. Short videos, in-depth explanation of each topic, project-based assignments.

By Sandeep S

Oct 23, 2020

Extremely helpful course. Great concepts taught and demonstrated video lectures, lab and exercises.

By Ирина Д

Jan 17, 2022

I wish all the courses were like this one! Perfect organization and materials, thank you so much!

By Reza J

Dec 27, 2021

What a great course. It was really applicable to me. I'm impatiently waiting for the next course.

By Uma G

Jul 30, 2021

Great content covering a lot of NLP concepts and difficult assignments! Enjoyed doing the course!

By Aditya V

Nov 10, 2020

Great introductory course on NLP. Teaches from the basic in a much detailed and sequence fashion.

By Pei H C

Jul 4, 2020

Thank you for the effort in putting up this course. It is very well done and I have learnt a lot.

By Mr A

May 22, 2021

simple explanation and in-depth math everything is clear and simple thanks for the great course.

By rodrigo a

Sep 8, 2020

It's a really good course, the assignments are very helpful for the understanding of the course.

By Jose S

Mar 1, 2023

Great course. All labs and excersices work great, the lectures are very clear and well thought.

By Ahmed

Jan 26, 2021

Excellent course and i learned a lot particularly the subject matter and how maths is applied.

By Tamas

Jun 21, 2020

Fantastic, congratulation. I have waited an NLP course from the workshop of Ng for a long time.

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

居然做完了我感动得要死。作业量对python初级选手感觉还可以,感兴趣的同学不妨一试!这课最卡我的是第一周和第三周pca的部分。建议pca什么的就暂时不要死磕了不然你也像我一样浪费好多天。

By Rafael S

May 30, 2023

Very nice introductory course. Excited to start the others in the NLP specialization program.

By Олександр С

Mar 23, 2023

Excellent lecture materials and outstanding labs. It was a pleasure to join this NLP journey.

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 Jeff W

Oct 29, 2023

Manageable intermediate concepts and skills for NLP presented clearly throughout the course

By Prajesh S

May 2, 2023

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

By Ravi R

Jan 3, 2022

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

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.