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

4.6
stars
2,728 ratings
561 reviews

About the Course

In Course 1 of the Natural Language Processing Specialization, offered by deeplearning.ai, 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. Please make sure that you’re comfortable programming in Python and have a basic knowledge of machine learning, matrix multiplications, and conditional probability. 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

SK
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,\n\nVery 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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101 - 125 of 560 Reviews for Natural Language Processing with Classification and Vector Spaces

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 Sathvik J

Jul 18, 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.

By Owais A

Aug 17, 2020

Awesome. The lecture are very exciting and detailed, though little hard and too straight forward sometimes, but Youtube helped in Regression models. Other then that, I was very informative and fun.

By Mayurkumar N

May 25, 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

By Philip L H Y

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 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 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 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 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.

By Aryan S D

Jul 30, 2020

This course was very informative ,got to know about knn's,hash tables perfectly ,also hope the difficulty of the week 4's programming assignment will be slightly reduced

By Nikhil K

Jul 10, 2020

Awesome course except that it's assumed that we know a few things beforehand like LSH, PCA in depth given the minimal explanation in the videos. Assignments were great.

By Ahmed M

Nov 20, 2020

special thanks to deeplearning.ai organization for providing such a fruitful course like that with much new techniques for NLP classifications and high-quality videos

By satish b

Oct 24, 2020

This is the best course that will give practical orientation and tests our capability in solving Real world machine learning problems of Natural Language Processing!

By Srishti M

Jun 28, 2020

A good course for beginners or people getting back to the field. The assignments were useful, and could be completed quickly with the integrated jupyter notebooks.

By Taranpreet s

Sep 19, 2020

Great first course for the specialization, Concepts were explained clearly, Assignments and labs are very valuable. Level of Assignments is on the easier side.

By Dinithi S

Jul 25, 2020

Even though I had a basic knowledge of what NLP is and how to implement a basic code, this course provided me an in depth knowledge about how NLP really works.

By Nilesh G

Jul 8, 2020

great resources, great learning, easy to understands concepts and it programmatic implementation use cases make us more familiar to work on practical use cases