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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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126 - 150 of 876 Reviews for Natural Language Processing with Classification and Vector Spaces

By Utkarsh V

Aug 2, 2020

Course toh bohut bhadiya tha lekin woh jo tumhara machar jesa dikhne wala instructor tha usko kuch khilao...zayada din ka mehman nahi hai woh....aur dusra koi bhi ladki instructor nahi thi :(.......overall bohut maza aaya...

By H.M F R

Jul 21, 2021

The topics were split into perfect chunks and you do not feel any pressure when learning. The attached notes are perfect for a quick review when doing assignment. The assignment hammers down the topic via coding exercises.

By shivam g

Aug 7, 2020

Thanks for teaching me a new type course.Every teachers are extremely awesome in this course.Clear all doubt and problem related to the course.

THANK YOU,

By Rodolfo K

Aug 19, 2023

A really great course to start learning NLP. One of the few online courses I found that have good examples for easy understanding though more optional mathematical proof for some equations would be a great addition.

By Luis S S

Jul 21, 2020

Excellent teaching, enjoyed delving into the practical aspects of linear algebra as applied to NLP in good guidance and quality academic resources. Academic passion is felt all along, thank you from my receiving end!

By D H

Dec 28, 2020

Really useful and interesting. I really enjoyed the notion of floating constraints in the interview with the scholar at the end. I can see how the construction of language needs to play a big part in chatbot design.

By Surga K G

Jan 15, 2021

Very Good and Clear explanation of word vectors, vector spaces,word embeddings,machine translation

A very good start to begin in Natural Language processing. And the lectures are well explained.

Thank u Coursera.

By Tom W

Aug 2, 2020

Very good course! Really gets to the actual calcualtions that you are doing, without skimping on the detail. Challenging at times even, but that only adds to the sense of accomplishment when you finish it!

By JJ Y

Aug 10, 2020

The course gives a good overview of the basic NLP methods. I am happy to see that it quickly gets into vector space embedding, which I think would set up for further discussions in the subsequent course.

By Yashuv B

Oct 16, 2022

This course is excellent and is well-organized. I would definitely recommend it to others. The instructor explains the topic in a crystal clear way. I learned a lot and had a great time. Thanks!

By Philip L

Jul 16, 2020

Very complete and in-depth for all learners who wish to know more about NLP! Loved that the course is data science newbie friendly too - they have optional labs for numpy, matrix manipulation etc

By Taesik Y

May 1, 2023

I'm really glad to be with the instructors and their course work. I didn't expect that such a detailed information and descent delivery of the knowledge but it meets the two ends in this course.

By Shamanth N

Jun 26, 2020

This course is just what a person needs if he wants a deep intuitive knowledge

of how the pre-processing part of NLP is done.

Both the instructors make it really simple to get the concepts clear!!

By Vivek K G

Jul 12, 2020

Best Course Content for begginers as this course begins code with Scratch and popluates code with basic operations. In my opinion, this is the best course for NLP. Thanks Instructors

By Sazzadur R

Jul 14, 2021

Great introduction all fundamental concepts of NLP. Even though this is the easiest of all four in the specialization, it builds the solid theoretical foundation required elsewhere.

By Philip S

Dec 8, 2020

Very structured and clear instructions but not as detail as Andrew Ng's ML course. But still great starting point for those pursuing NLP. So far the most decent NLP tutorial online.

By jespinosa@hotmail.es

Dec 28, 2020

Interesting approach, a very practical course, which aborts the baseline algorithms and applications in NLP for sentiment Analysis, dimensional reduction and retrieval information

By Mohd A W

Apr 17, 2021

I must say it was a wonderful experience. The instructors were very much effective in teaching. It seems that they know how to make concepts understood by the students. Thank You

By Akash B

Sep 8, 2020

This course is really helpful if you want to understand nlp in depth, you will able to see the nuts and bolts of applied algorithms and you would implement it from scratch !..

By Mike W

May 4, 2022

I think the course is fundermental about NLP, you will learn some NLP 's technique. The course has a lot of labs for me to practice and review the lesson. It is so useful.

By Zhaoran Z

Apr 9, 2021

This course is very friendly for beginner. You can learn the basic concepts and skills used for modern natural language processing. Labs and assignments are well designed.

By Himanshu B

Mar 16, 2021

This course is highly recommended for all AI enthusiasts wishing to learn the NLP concepts from the scratch. This course has everything needed with the start-with content.

By Caique A

Mar 7, 2024

I want to express my gratitude for offering the "Natural Language Processing with Classification and Vector Spaces" course in English. The course content was invaluable!

By V V T

Jun 26, 2021

it is an excellent course. The resource persons are also beautifully delivered. Thanks to the coursera team for providing this kind of course to me to upgrade my self...

By Cecilia G R P

Aug 2, 2020

I learned more than I expected at NLP. Excellent teaching-learning methodology. Understanding the videos, lab and readings allow you to solve the assignment intuitively.