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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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201 - 225 of 876 Reviews for Natural Language Processing with Classification and Vector Spaces

By Rahul K

Jul 27, 2020

One of the best NLP courses available. Includes both theory and practical implementation. Assignments are very well structured.

By Chris V

Feb 6, 2021

Easy to follow. The assignments had better flow than the Machine Learning course. I like using numpy better than matlab, too.

By Ssemambya O

Sep 20, 2020

The course is well explained and Understandable. It's the best choice for anyone starting out in Natural Language Processing.

By Leonardo G C

Aug 20, 2020

Excelent lectures, ideal for people who wants to learn NLP from the basics. The coding assignments were very well structured.

By Andrei N

Jul 11, 2020

A thoughtfully structured course that leads through fundamental approaches and methods in NLP developing a deeper intuition.

By Robert L

Sep 4, 2023

Amazing course which covers the basic and important concepts for the people who wants to learn Natural Language Processing.

By Faisal R

Sep 23, 2021

I learned many new tecnhiques from this course, this course is very percisely explain with practically lab implementation.

By Matheus S

Mar 1, 2021

I love the pace adopted. Math concepts were clearly explained, and the instructors were great. Can wait for the next one!

By Anna K

Nov 29, 2020

I particularly liked the assignments as they focus on really interesting points regarding both theory and implementation.

By RAJ V B

Jun 29, 2023

This course was absolutely fun to learn. Thanks to its instructors for making this course so structured and informative.

By Richard S

Jul 8, 2023

Great intro to NLP. May need to read additional textbooks to get deeper understanding; but very nicely prepared course.

By Rafael A

Dec 11, 2020

Very well structure course with deep concepts and jupyter notebooks for helping us understand the concepts in practice.

By Ignacio O

Mar 19, 2023

I really liked it, it helps understand very fundamental concepts in a clear way and through actually doing the coding.

By Ufuk H

May 9, 2021

Well designed, comprehensive and clear. I strongly advice to anyone interested in NLP or want to improve their skills.

By kid t

Jan 17, 2021

A great course explained concepts clearly. More sophisticated examples or assignments maybe help to understand better.

By Sean C

Jun 22, 2020

Videos well explained, coding a little bit challenging, learning experience perfect!

[sentiment analysis: Positive] :)

By Ramesh V

Sep 23, 2022

Wonderful course. Very well structured. The assignments helped with he learning process along with all the lectures.

By Aryalakshmi N B

Jan 16, 2021

Good Introduction to NLP with classification and vector spaces. Course videos and lab assignments are really useful.

By Sudhanva S

Sep 21, 2024

A nice introduction setting up the platform for the specialization. Locality sensitive hashing was really intresting

By i170008 A A

Aug 4, 2021

Everything was explained really well and got to learn a lot of things, and also polished a few skills I already knew

By Abhishek S

Jul 28, 2020

The course is well aligned and assignments are really good. It gave me a lot of exposure to the theoretical concepts

By Santiago “

Apr 7, 2024

Learned what I needed to know in order to apply it in my work! It's quite a big step in the right direction for me.

By Vishal b

Mar 28, 2021

Course is amazing . Learned concepts like word embeddings, LSH and word translation . All the labs are also amazing

By Zoltan S

Jul 8, 2020

A well structured course covering some of the basics. Looking forward to the other 3 courses in the specialization.

By Anh N

Mar 31, 2024

This course helped me a lot in understanding what is NLP and how to process NLP using some basic algorithms in ML.