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Learner Reviews & Feedback for Natural Language Processing with Probabilistic Models by DeepLearning.AI

1,222 ratings
214 reviews

About the Course

In Course 2 of the Natural Language Processing Specialization, offered by, you will: a) Create a simple auto-correct algorithm using minimum edit distance and dynamic programming, b) Apply the Viterbi Algorithm for part-of-speech (POS) tagging, which is important for computational linguistics, c) Write a better auto-complete algorithm using an N-gram language model, and d) Write your own Word2Vec model that uses a neural network to compute word embeddings using a continuous bag-of-words model. 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

Dec 12, 2020

A truly great course, focuses on the details you need, at a good pace, building up the foundations needed before relying more heavily on libraries an abstractions (which I assume will follow).

Dec 2, 2020

A neatly organized course introducing the students to basics of Processing text data, learning word embedding and most importantly on how to interpret the word embedding. Great Job!!

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126 - 150 of 214 Reviews for Natural Language Processing with Probabilistic Models

By Mohsen A F

Oct 24, 2020

The clarity of exposition was superb!

By Anand K

Oct 15, 2020

great course content and explaination

By Andy D

Aug 23, 2020

It's really good and useful for me.

By Himalaya K

Dec 19, 2020

Awesome course. Thank you so much!

By Jahid H

Dec 27, 2020

Great course. Younes was perfect.

By Tomin J

Sep 26, 2020

Very challenging but rewarding.

By Hanjie D

Feb 14, 2021

Straightforward explanations

By Jyotin P

Nov 18, 2020

Amazing course, well taught.

By Ruiwen W

Jul 21, 2020

useful including probability

By Jay N P

Aug 3, 2020

Really great course for NLP

By Jose L L d J S

Oct 12, 2021

E​xcellent Specialization!

By Jose G P R

Jan 11, 2021

It is an excellent course

By Luis A

Sep 26, 2020

Excellent course in NLP.

By Chandramouli S

Sep 25, 2020

Very nicely explained.

By Chin-Wei W

Sep 13, 2020

Very Good and useful!

By Onuigwe V

Aug 3, 2020

Intermediate friendly

By Zoltan S

Jun 27, 2020

An excellent course.

By Mario A C F

May 17, 2021

Amazing experience!

By Andres C

Oct 25, 2020

Excellent Course!!!

By Shishir K

Jul 31, 2020

I liked the course.


Sep 30, 2020

very good content


Jul 28, 2020


By sekhar

Aug 28, 2021

Excellent course

By Ahmed M

Feb 5, 2021

very informative