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

4.6
stars
4,633 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. 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

PP

Jan 9, 2024

Started off great, but I feel like the more advanced stuff could've been better explained. Regarding the exercises, I felt like the labs often gave too much information that made them all to easy.

JC

Apr 20, 2021

The material was a little shallow in places, and there are some long standing issues with assignments and quizzes that remain unresolved. Other than that, it was an interesting course.

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901 - 913 of 913 Reviews for Natural Language Processing with Classification and Vector Spaces

By Abhishek M

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Jul 18, 2024

Stuck at week 3 and week 4 assignments. Atleast for Week 3 i am 100% the grading is incorrect, It is VERY VERY frustrating, please give me my refund for wasting time! Thank you!

By Ameet M

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Oct 7, 2025

the labs are pretty outdated, like the use of NTLK library is of no use anymore and the course should be revisited and edited to get the best and latest examples

By aki n

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Mar 2, 2023

I could not finishe the course because I have a compiling trouble.

Is there any way to initialize the assighnment file?

By Jing W

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May 26, 2022

very now or then 2mins of truncated videos make inconsistent, disruptive learning experience.

By Tamas I

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Sep 7, 2020

Very light content, no depth to many of the concepts. Not worth the money.

By Janakiram C

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May 10, 2023

I have submitted the week 4 lab assignment but it is grading as zeros

By Ngacim

•

Nov 1, 2020

Just ignore videos. They're kind of wasting your time.

By Shiny J S

•

Oct 31, 2020

A disaster of the programming assignment grading

By Deleted A

•

Oct 20, 2022

no forum, broken grading test but no fix

By Elshan B

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May 1, 2021

Assignments notebooks were not launched.

By Priyadarshani M

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Nov 3, 2025

cell is properly not working

By Masami K

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Jun 29, 2024

Too hard

By Baivab S

•

Oct 6, 2022

good