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

4.6
stars
4,257 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

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

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.

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376 - 400 of 847 Reviews for Natural Language Processing with Classification and Vector Spaces

By Himanshu K

May 2, 2022

Really awesome course design mean zero to hero

By Midhilesh

Sep 23, 2020

Very informative! Great materials and guidance

By Jamu A

Aug 8, 2020

Great intro to NLP and good refresh on Python.

By Jay N P

Jul 31, 2020

Best course and complete specialisation of NLP

By Yongchao W

Jul 10, 2020

Excellent, especially the word embedding part!

By Junzheng W

Jun 29, 2020

Hands-on linear algebra course! It is awesome!

By Bhavesh M

Jan 28, 2023

Awesome teaching and programming assignments.

By Sergio M

Sep 11, 2022

Excellent! Very complete and easy to follow!

By Jorge C

Aug 16, 2020

Excellent! Great Teachers and backstage team.

By Stefan D

Jun 24, 2020

Excellent teaching, easy to follow, hands-on!

By 王伯雅

Aug 16, 2022

Awesome course design! Thank you soooo much!

By Subramanian S

Mar 25, 2022

Good in terms of basic concepts to advanced

By Đặng Q A

Sep 4, 2021

It's usefull. Thank teacher and instructor!

By Vladislav K

Dec 20, 2020

This is an excellent course for studying NLP

By Arpan R

Nov 12, 2020

Great starter course for this specialization

By Adilkhan S

Aug 20, 2020

Great course!, I've covered sme bases of NLP

By L S m

Jul 3, 2020

NIce course getting me up and ready with NLP

By Syed U A

Mar 5, 2024

An excellent course for the initials of NLP

By MIFTAHUL J

Nov 16, 2020

nicely organized and helpful course. thanks

By Muhammad A J A

Nov 4, 2020

One of the best courses that I enrolled in.

By Mrs.REMYA S

Oct 12, 2020

very clearly explained each and every step.

By Kaiyan Z

Jul 26, 2020

I wish the grading system can be more smart

By Hoang V

Jul 5, 2020

The videos are brief but the labs are great

By Cyril M

Feb 25, 2021

Quality lectures and concise explanations.

By Nelson A G V

Jan 21, 2021

Excellent course to get introduced to NLP!